United States Department of Agriculture Forest Service Pacific Northwest Research Station General Technical Report PNW-GTR-606 April 2004 Thinning and Prescribed Fire and Projected Trends in Wood Product Potential, Financial Return, and Fire Hazard in Montana R. James Barbour, Roger D. Fight, Glenn A. Christensen, Guy L. Pinjuv, and Rao V. Nagubadi Authors R. James Barbour is a research forest products technologist, Roger D. Fight is a research forester, Glenn A. Christensen is a research forester, and Guy L. Pinjuv and Rao V. Nagubadi were foresters, U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Forestry Sciences Laboratory, P.O. Box 3890, Portland, OR 97208. Pinjuv is currently a doctoral candidate, University of Canterbury, Private Bag 4800, Christchurch 8020, New Zealand; Nagubadi is currently a post-doctoral fellow, School of Forestry and Wildlife Sciences, Auburn University, Auburn, AL 36849. Abstract Barbour, R. James; Fight, Roger D.; Christensen, Glenn A.; Pinjuv, Guy L.; and Nagubadi, Rao V. 2004. Thinning and prescribed fire and projected trends in wood product potential, financial return, and fire hazard in Montana. Gen. Tech. Rep. PNW-GTR-606. Portland, OR: U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station. 78 p. This work was undertaken under a joint fire science project “Assessing the need, costs, and potential benefits of prescribed fire and mechanical treatments to reduce fire hazard.” This paper compares the future mix of timber products under two treatment scenarios for the state of Montana. We developed and demonstrated an analytical method that uses readily available tools to evaluate pre- and posttreatment stand conditions; size, species, and volume of merchantable wood removed during thinnings; size and volume of submerchantable wood cut during treatments; and financial returns of prescriptions that are applied repeatedly over a 90-year period. Keywords: Wood products, thinning, fire hazard, financial return, Montana. Executive Summary This work was initiated under a Joint Fire Science Program-funded project ”Assessing the needs, costs, and potential benefits of prescribed fire and mechanical treatments to reduce fire hazard.” We developed and demonstrated an analytical method that uses readily available tools to evaluate pretreatment and posttreatment stand conditions; size, species, and volume of merchantable wood removed during thinnings; size and volume of submerchantable wood cut during treatments; and financial returns of prescriptions that are applied repeatedly over 90 years. In this paper we compare the potential mix of timber products recovered under two treatment scenarios applied in Montana. The treatment scenarios simulated here were not intended as solutions to the fuel hazard problem per se. They are, however, representative of approaches that are currently being applied on the ground, and our intention was to illustrate (1) the use of existing tools to evaluate the effectiveness and cost of implementing these types of treatments and (2) the likely results of repeatedly applying these treatments over long timeframes. There are important policy issues associated with both parts of the analysis. Our analysis suggests that only a relatively small proportion of existing stands could be treated without a subsidy if either of the prescriptions modeled here is used. Even so, almost 1,000,000 acres could be treated without a subsidy. Fire hazard is initially reduced by these treatments. The effects of subsequent treatments range from barely maintaining the initial improvement to continuous improvement over a 10-decade period. Projections of repeated applications of these treatments suggest that they also could have unintended consequences by creating conditions conducive to bark beetle (Dendroctonus spp.) outbreaks or by reducing stand densities below acceptable levels. Neither option studied provided for regeneration of stands, so ageclass distribution would eventually become a problem in stands managed under either prescription. Our main conclusions, therefore, are that (1) it is important to consider the long-term consequences of fuels treatments and (2) existing tools can provide useful information about the short- and long-term effects of many proposed treatments. Findings A variety of silvicultural treatments can be modeled by using these methods. One of the treatments we chose to illustrate the methods was to thin from below to 9 in diameter at breast height (d.b.h.) with a minimum residual basal area (BA) and follow with a prescribed burn, then every 30 years to reevaluate for thinning and to burn whether rethinned or not (TB9). The key findings of that scenario follow. • The initial effect of this prescription on fire hazard was modest. Repeat entries did little more than maintain the initial gains. • There was a substantial long-term downward trend in the projected basal area mortality expected during prescribed burn treatments. • Basal area built up over time, perhaps to levels that would put the stands at risk of insect outbreaks. • There was no merchantable volume harvested under this prescription after the first thinning. • No cases were found where the harvested material would cover the cost of conducting the thinning either currently or in future entries given existing market conditions. (If volumes removed from skid trails or cable corridors were included in these calculations, the results might have been different.) • If the TB9 prescription were widely implemented and if policy called for utilization of the removed volume, investments in new processing capacity would be necessary because this prescription yields only submerchantable trees after the first entry. The other treatment we chose was to thin from below up to 50 percent of standing basal area with a minimum residual basal area and follow with a prescribed burn, then every 30 years reevaluate for thinning and burn whether rethinned or not (50BA). The key findings of that scenario follow. • The initial effect of this prescription on fire hazard was modest, but there was continued improvement with successive entries. • There was a substantial long-term downward trend in the projected basal area mortality expected during prescribed burn treatments. • Basal area stabilized near the minimum residual basal area required under the prescription. • The merchantable volume harvested was lower in future entries than in the initial entry, but the d.b.h. of harvested trees increased to greater than 16 in over the simulation period. • The prescription made no provision for regenerating the stand, so repeated entries often lowered the number of trees per acre to well below full stocking levels. In practice, managers would almost certainly alter prescriptions to regenerate stands before this happened. • Typically, less than 20 percent of the high-hazard plots had net financial returns of more than $100 per acre, but this amounted to more than 790,000 acres of Douglas-fir and almost 180,000 acres of ponderosa pine where this treatment could potentially be implemented without a subsidy. • Most cases showed a positive net return from thinnings by the end of the simulation period. The results suggest that both of the simulated prescriptions reduced fire hazard over the long term, but they were not equally effective. Over the course of several entries, the basal-area-limited prescription created stands that were open with a few scattered large trees, whereas the diameter-limited prescription created dense stands with many midsize trees. The diameter-limited prescription sometimes resulted in combinations of basal area, tree size, and stand age that raise concerns over insect outbreaks, specifically Douglas-fir beetles (Dendroctonus pseudotsuga Hopkins), western pine beetles (D. brevicomis Le Conte), and mountain pine beetles (D. ponderosae Hopkins). In general, however, it was possible to use these treatments to develop a wide range of density and tree size combinations over the simulation period. Even with the simple prescriptions modeled here, it would be possible to select stands with different initial conditions and ages and apply the prescriptions at different times to develop a diverse set of conditions on a landscape. We did not explore such spatial or temporal arrangements of treatments, but this undoubtedly would be important when developing management plans that consider the interactions of fuel reduction treatments with multiple resource values and episodic disturbances on large landscapes. In terms of wood utilization, the analysis showed that the diameter-limited prescriptions produced only small volumes of small trees from the first entry and minimal volumes in subsequent entries. These prescriptions almost universally had negative net returns, even without considering the costs of a regular cycle of prescribed fire, so a substantial subsidy would be required to implement them. If these prescriptions were widely implemented and if industrial capacity were developed to use the wood removed under them, it would be important to size processing plants and develop treatment schedules to ensure a sustainable supply of raw material. The basal-area-limited treatment produced more volume than the diameter-limited prescription and sometimes showed a positive net return. This prescription produced trees and logs in a variety of sizes. Although the average diameter of cut trees increased with successive entries, the total volume per thinning generally declined over time. Contents 1 Introduction 2 Geographic and Forest Type Detail 2 Methods and Assumptions 4 Fire Hazard Reduction Treatments 4 Forest Vegetation Simulator Variants 4 Prescriptions 5 Effectiveness of Hazard Reduction Treatments 5 Financial Analysis 6 Results and Discussion 6 Douglas-Fir 13 Ponderosa Pine 20 Conclusion 22 Metric Equivalents 22 Literature Cited 24 Acronym Glossary 24 Appendix 1—Cost and Log Price Assumptions 26 Appendix 2—Acreage and Number of Inventory Plots 28 Appendix 3—Average Initial Stand Characteristics 32 Appendix 4—Average Residual Stand Characteristics 41 Appendix 5—Average Volume of Utilized Trees 50 Appendix 6—Average Volume of Unutilized Trees 59 Appendix 7—Average Small-End Diameter of Utilized Logs 62 Appendix 8—Average Percentage of Volume, by Species, of Utilized Trees 71 Appendix 9—Average Proportion of Stands by Net Value Category Introduction This study was undertaken with funding from the Joint Fire Science Program (JFSP) to develop protocols for use in determining the magnitude of hazard reduction treatment needs, treatment cost, and associated benefits at a state level. The objectives of the study include (1) quantifying existing stand conditions for major forest types in terms of density, structure, and species composition, and prioritizing by need for hazard reduction treatment, (2) developing and comparing alternative cutting and prescribed burning prescriptions for reducing high-hazard conditions in major forest types, (3) determining potential revenue from timber products generated from the hazard reduction harvest treatments, (4) comparing the future mix of timber products under alternative treatment scenarios, and (5) describing the potential for analyzing noncommodity resources under treatment and no-treatment scenarios. This report demonstrates the protocols developed under JFSP funding to analyze and illustrate trends in the longterm effects of repeated hazard reduction entries in terms of the stocking, size, and species mix of residual stands and the size and species mix of trees and logs that might be removed and used for wood products. Montana was selected as an example because recent inventories were available. Montana’s forest products industry is well established with the technological capability to process the numerous small-diameter logs expected from fuel hazard reduction treatments. A similar analysis was conducted for New Mexico where the existing industry is small and not geared toward using this type of material (see Fight et al. 2004). If widely adopted, the types of treatments proposed as a means of reducing forest fire hazards could have implications for future forest conditions as profound as past management practices, principally harvesting and fire exclusion that led to the existing conditions. Changes of that magnitude have the potential to affect many forest values such as fisheries, wildlife, timber, nontimber forest resources, environmental services, and amenities. Some of these changes will likely be considered positive and some will likely be considered negative. How they are viewed depends on the resource in question and the relative importance given to different resource values. It is neither our place nor our intent to say which changes are more important or whether they are desirable or undesirable. Our intent is to provide a set of protocols that use existing tools1 and data2 that are available to analysts employed by federal, state, and private land management organizations. The interpretations we provide in this report are intended as neutral examples illustrating these protocols. Our protocols can be used to conduct analyses and display information about fire hazard, stand conditions, and removed materials. We anticipate that this information will be useful to decisionmakers who formulate fire management policy and devise implementation strategies. 1 For example, Forest Vegetation Simulator (FVS), Fire and Fuels Extension (FFE), Financial Evaluation of Ecosystem Management Activities (FEEMA), Microsoft Access (the use of trade or firm names in this publication is for reader information and does not imply endorsement by the U.S. Department of Agriculture of any product or service), etc. (see “Methods and Assumptions” section). 2 We used forest inventory and analysis (FIA) plot-level data, but many types of stand-level data are adequate for these protocols. 1 The types of treatments proposed to reduce fire hazard could also have important implications for the volume and characteristics of timber available for the production of forest products. Significant shifts in the species or size composition, for example, could influence the economic viability of the industry and affect the economic health of the people and communities in which timber processing occurs. This report is intended to supply information to a broad range of decisionmakers concerned with forest fire hazard including federal, state, and private forest land managers, planners, and others with an interest in the management of forests in the Western United States. Geographic and Forest Type Detail Montana was divided into western and eastern regions for analysis and reporting. The division generally follows the Continental Divide. Within each geographic area, forests were further divided into 11 forest types: Douglas-fir (Pseudotsuga menziesii (Mirb.) Franco), lodgepole pine (Pinus contorta Dougl. ex Loud.), ponderosa pine (Pinus ponderosa Dougl. ex Laws.), moist low-elevation mixed conifers, dry low-elevation mixed conifers, upper-elevation mixed conifers, western larch (Larix occidentalis Nutt.), spruce/fir (Picea spp./Abies spp.), subalpine fir (Abies lasiocarpa (Hook.) Nutt.), quaking aspen (Populus tremuloides Michx.), and cottonwood (Populus spp.). We performed our analyses on the Douglas-fir and ponderosa pine forest types because they were identified by the Montana technical contact team3 (TCT) as being of high concern and having a high potential for hazard reduction treatments. These forest types have relatively short fire-return intervals and are likely candidates for hazard reduction treatments. They were also extensive enough to supply sufficient forest inventory and analysis (FIA) data with which to provide a meaningful illustration of our protocols. We report results by two ownership categories: national forest land and other land. These categories were chosen to make the most efficient use of the available FIA data. With additional stand exam data it would be possible to further refine ownership classes. In this report each combination of region, owner group, forest type, slope category, and hazard category is referred to as a “case” and each application of a treatment (a thinning or prescribed fire) within each case is referred to as an “entry.” Reporting within the two ownership classes was further broken down into current forest fire hazard condition and slope. The maximum number of reporting categories (cases) for the Montana study was 32 (2 regions by 2 owner groups by 2 forest types by 2 slope categories by 2 hazard categories). Methods and Assumptions The objective of this analysis was to show the results of two stand treatment options intended to reduce fire hazard both now and in the future. Evaluations include (1) residual stand structure, (2) volume, size, and characteristics of merchantable trees cut through time, (3) the volume and size of submerchantable (biomass) trees cut through time, and (4) the financial feasibility of treatments. A detailed description of our modeling techniques is given by Christensen et al. (2002) We used existing modeling tools and inventory data linked in a way that allowed a comprehensive analysis over a range of treatment options. Primary tools included the Forest Vegetation Simulator (FVS) growth and yield model (Crookston 1990, Stage 3 A group of experts were assembled to comment on the design of and outcomes from this analysis. They are Donald Artley, Montana Department of Natural Resources and Conservation; Danny Castillo, USDA Forest Service Northern Region; Dennis Dupuis, Salish and Kootenai Tribal Forestry; Bruce Reid, USDI Bureau of Land Management; and Gordy Sanders, Montana Tree Farmers and Pyramid Lumber. 2 1973), the Fire and Fuels Extension (FFE) model as part of FVS (Beukema et al. 1997, Scott and Reinhardt 2001), and the Financial Evaluation of Ecosystem Management Activities (FEEMA) model (Fight and Chmelik 1998). Data were stored in a Microsoft Access database, and a standard set of reports was developed within the database. Use of these tools makes the analysis portable to anywhere in the Western United States where an FVS variant with an FFE extension and a FEEMA variant are available. The tools are familiar to, or can be readily learned by, forest planning and analysis staff within federal agencies and most state or private organizations. Where they exist, other growth models, fire models, and financial models could be substituted for the ones we used. Measurements of current forest vegetation are from data collected by the Forest Service FIA program. Our methods are general, however, and adequate data can be obtained from a wide range of stand exam or other stand-level data that are suitable for use as input data to FVS. An important caveat here is that stand-level data should be collected in such a way that they comprise a statistically representative sample of the vegetation population on the target landscape. We examined 678 candidate FIA plots with a sampling weight of approximately 6,000 acres each. When more than 50 plots were available for a given case,4 a sample of 50 plots was randomly selected to represent all the area in that case. When fewer than 50 plots were available for a given case, all of the plots were used in the analysis. Cases with fewer than 10 plots were not included in the analysis because there were insufficient data to adequately represent potential variation. Alternatively, it is possible to analyze all plots regardless of sample size and examine results for individual plots rather than average results. We felt that this method would be tedious and not allow us to provide a compact illustration of our methods. Individual analysts might, however, be interested in identifying plot conditions where the probability of some desired outcome, such as financially viable activities, is high. In that case, analysis of individual plots might be desirable. Fire hazard rating is based on estimates of the crowning index for each decade provided by the FFE of FVS. Crowning index is the windspeed necessary to sustain a crown fire. It is calculated from the crown bulk density for the stand. The lower the crowning index, the higher the probability that a crown fire will be sustained (Scott and Reinhardt 2001). Crowning index values reported are after thinning (if called for) and prescribed fire treatment. Forest inventory and analysis data were converted into FVS input files, and a silvicultural treatment regime was simulated. The silvicultural regimes simulated in this analysis were intentionally kept simple to provide an uncomplicated illustration of the protocols and to provide benchmark results that could be used to refine treatment options. In other parts of this study another more complex prescription was used, but it was not used in our analysis because we were unable to model it in FVS.5 4 Each case is the combination of ownership, forest type, fire hazard, and slope. 5 Fiedler, C.E.; Keegan, C.E., III; Woodall, C.W. [et al.] 2001. A strategic assessment of fire hazard in Montana; A strategic assessment of fire hazard in New Mexico. Reports submitted to the Joint Fire Science Program Board, 3833 S. Development Ave., Boise, ID 83705. 3 For each harvest made in FVS, a list of cut trees was recorded and then imported into the FEEMA model. The FEEMA model determined merchantability of each tree, based on a minimum small-end diameter (SED) of 5.0 in inside the bark and a minimum log length of 8 ft for upper logs and 16 ft for butt logs. The FEEMA model tallied individual logs and produced an output file summarizing volume by species, tree diameter at breast height (d.b.h.), and log SED. These results were compiled in a database. Results from the simulations were calculated as the average of the FIA plots selected for each case (50 or fewer as described above) weighted by the appropriate plot expansion factor (the number of acres represented by a plot). Whole-tree stem volumes of biomass (submerchantable) trees from 1 to 7 in d.b.h. were estimated by using FVS. We did not calculate total biomass (total stem, limbs, and foliage) volume or weight for the biomass trees. Fire Hazard Reduction Treatments Silvicultural prescriptions were developed in consultation with the TCT. The objective was to cover a range of treatment options. In general, a treatment can be a thinning, a thinning followed by burning (prescribed fire), or a maintenance burn (prescribed fire) without a thinning. We used thinning treatments that included thinnings from below to different diameter and basal area targets, followed by a prescribed burn. Thinning was simulated with FVS. Prescribed burning was simulated by using the FFE model. The crowning index from the FFE model was used as a surrogate for fire hazard. We segregated all plots into high, medium, and low fire hazard based on crowning indices, which are expressed as windspeed of <25 mph (high hazard), 25 to <50 mph (moderate hazard), and 50+ mph (low hazard). For the ponderosa pine forest type we grouped the plots with high and medium fire hazard, and in the Douglas-fir forest type we grouped the plots with medium and low fire hazard. For reporting purposes, output tables are labeled as “high” or “low” fire hazard with the grouping indicated at the beginning of the results section for each forest type. This designation indicates the relative importance of treating stands in the indicated crowning index classes for that forest type. Treatments in plots designated as low were deferred for one treatment simulation cycle (30 years). Forest Vegetation Simulator Variants Three FVS variants were used for this analysis. The eastern Montana variant was used for all of eastern Montana. In western Montana, the northern Idaho variant was used except for the Kootenai National Forest and the Tally Lake Ranger District of the Flathead National Forest where the Kootenai variant was used. Prescriptions Two generalized prescriptions were applied to both forest types. The first was a thinfrom-below to 9 in d.b.h. It is referred to as TB9 in the text. The second is a thin-frombelow to up to 50 percent of standing basal area. It is referred to as 50BA in the text. Details of the treatment for each forest type and geographic locations follow. Douglas-fir—The thinning reentry interval is 30 years with prescribed burning immediately following each entry (thinning and burning included in the same FVS simulation cycle). The TB9 prescription required a minimum residual basal area of 45 ft 2/ac in western Montana and 40 ft 2/ac in eastern Montana. The 50BA prescription required a minimum residual basal area of 80 ft 2/ac in western Montana and 70 ft 2/ac in eastern Montana. Stands that did not have sufficient basal area to qualify for a thinning were burned and were reconsidered for thinning at the next thinning cycle (30 years). 4 Ponderosa pine—The thinning reentry interval is 30 years with prescribed burning immediately following each entry (thinning and burning included in the same FVS simulation cycle). The TB9 prescription required a minimum residual basal area of 40 ft 2/ac in western Montana and 35 ft 2/ac in eastern Montana. The 50BA prescription required a minimum residual basal area of 50 ft 2/ac in western Montana and 40 ft 2/ac in eastern Montana. Stands that did not have sufficient basal area to qualify for a thinning were burned and were reconsidered for thinning at the next thinning cycle (30 years). Effectiveness of Hazard Reduction Treatments Linear regression analysis was used to identify trends in the long-term effectiveness of treatments in lowering fire hazard. The regression tested for a time trend and a treatment effect in the predicted crowning index. The dependent variable in these regressions was the average predicted crowning index for the high-hazard plots for a given forest type and treatment. The independent variables were decades numbered from 1 to 10, dummy variable for decade of treatment, and dummy variable for the decade following treatment. Dummy variables have a value of 1 for data points that have the attribute and zero otherwise. The model form was Y = a + b(decade) + c(decade of treatment dummy) + d(decade following treatment dummy). Any of the three variables that were not statistically significant at the 5-percent level were deleted from the model, and the model was rerun. Results from this analysis helped to illustrate whether there was improvement in crowning index immediately after entries or during the decade following entries, how crowning index changed between entries, and whether there was a long-term trend of improvement in crowning index. A similar analysis was used to identify trends in the average basal area mortality expected from the prescribed burns. The dependent variable in these regressions was the average predicted basal area mortality (percentage) for a prescribed burn for the high-hazard plots for a given forest type and treatment. Financial Analysis The FEEMA model was used to rate the potential net revenue from the thinnings. The analysis was done for a single set of economic assumptions that represent mixed market conditions. The market conditions used represent a market for lumber and a market for chip logs down to 5 in SED. Although the pricing was done on a log basis rather than the tree basis used in another part of the study, the prices were made as comparable as possible (see footnote 5). The financial returns should be regarded as optimistic because of the assumed market for chip logs, but useful in identifying the relative financial feasibility of different cases and changes in feasibility of future versus current treatments. Costs included cutting small trees that are cut and treated in place and cutting trees that are used for products. Costs of other harvest-related activities such as road building or repair and environmental remediation, which can vary widely, were not included, nor were revenues associated with timber removed from skid trails or cable corridors. Ground-based equipment was assigned a lower cost than cable yarding systems. Stump-to-truck costs were based on Hartsough et al. (2001). Ground-based equipment was assumed on slopes of less than 35 percent. Hauling costs were $28 per 100 ft3 for all species and areas. See appendix 1 (tables 1 through 3) for a full description of economic assumptions. 5 Results and Discussion Douglas-Fir The total area and number of FIA inventory plots included in this analysis for the Douglas-fir forest type are shown in appendix 2 (table 4). Douglas-fir plots were segregated by high crowning index (<25 mph windspeed) and low/moderate crowning index (25+ mph windspeed) for the analysis presented here. For brevity, these two groups are referred to as high fire hazard and low fire hazard in all of the tables for this species. Treatment effect on fire hazard—Regression analysis indicated both a time trend (positive coefficient on decade) and a cyclical treatment effect (a positive coefficient on the decade following treatment) on average crowning index for the 50BA prescription in the Douglas-fir high-hazard stands. This means that each subsequent treatment brought the crowning index higher (a lower hazard) than the previous treatment. The results from the Douglas-fir high-hazard stands with TB9 treatment had a cyclical treatment effect (a positive coefficient on the decade following treatment) and a small time trend. There was improvement with each entry, but after the initial increase, the crowning index declined to a level only slightly above the previous entry by the time of the next entry. These comparisons are clearly seen in the plot of the predicted average values for fire hazard index shown in figure 1. Recall that the crowning index for all high-hazard plots was initially less than 25, so the first point in the figure includes the improvement associated with the initial treatment. Figure 2 shows the analogous comparison for the predicted average basal area mortality resulting from prescribed burns. In spite of the fact that the effect on crowning index is quite different between the treatments, the effect on potential basal area mortality is strikingly similar. This means that even though the ability to carry a crown fire is different, the ability of the trees to withstand low-intensity fires, such as prescribed fire, is similar. By the 10th decade of the simulation, expected basal area mortality drops to around 5 percent for both prescriptions. Initial stand summary—The initial stand conditions for high- and low-fire-hazard cases differ systematically when paired by geographic region, owner, and slope. The low-hazard cases consistently have lower basal area, fewer trees per acre, and larger quadratic mean diameters (QMD) (app. 3, tables 6 through 9). A typical comparison is shown for western Montana in figure 3. Residual stand summary—The results presented in figure 4 illustrate how stand conditions would change over time for Douglas-fir plots. Although the results shown in the figure are for Forest Service land in western Montana, they are similar to those for other ownerships and geographic regions in Montana (app. 4, tables 14 through 17). When the two prescriptions are applied repeatedly over the course of a century, our analysis suggests that the 50BA prescription will result in less-crowded stand conditions with fewer but larger trees than the TB9 prescription. The main difference between the treatment projections is that the diameter-limited prescription (TB9) resulted in an accumulation of basal area over time, whereas the basal-area-controlled prescription (50BA) reduced basal area to the minimum value, 80 ft 2/ac in this case, and kept it there throughout the simulation. Under the diameter-limited prescription, basal area and QMD increased over time while trees per acre declined. This happened because the prescription generally removed all of the trees under 9 in before the minimum basal area was reached. Basal area increased because the trees over 9 in d.b.h. were never removed, and as they grew, basal area continued to accumulate. Trees per acre declined because few, if any, trees under 9 in 6 Figure 1—Predicted average crowning index over time for high-fire-hazard Douglas-fir plots in Montana by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Figure 2—Predicted average basal area mortality over time for high-fire-hazard Douglas-fir plots in Montana by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. 7 Figure 3—Initial stand conditions for Douglas-fir plots on steep slopes in western Montana: basal area, number of trees per acre, and quadratic mean diameter, reported by gentle slope low or high fire hazard (GSLH or GSHH) and steep slope low or high fire hazard (SSLH or SSHH). survived to become large trees, but some of those larger than 9 in died in each growing cycle (10 years). With no understory trees to replace them, the number of trees per acre declined over time. The accumulation of basal area projected under the TB9 prescription is an issue that forest managers or planners might want to consider more closely. Our analysis suggests that this prescription will generally be sufficient to keep treated stands in the moderate fire hazard class and that mortality associated with prescribed burns, and presumably other low-intensity fires, will decline over time under both prescriptions. Stands managed under these prescriptions for a long time, however, will have very different structures. Both of these stand structures might be regarded as desirable components of a landscape at some level. The 50BA prescription creates open stands with scattered large trees. The TB9 prescription creates densely stocked stands with trees more uniform in size. In some cases, the resulting conditions reach a point where the stands are high hazard for Douglas-fir bark beetle (Dendroctonus pseudotsuga Hopkins) outbreaks.6 Neither prescription allows for regeneration of an understory and recruitment of smaller trees into the overstory, so both will eventually lead to single-story stands. 6 Gibson, K. 2001. Personal communication. Entomologist, U.S. Department of Agriculture, Forest Service Forest Health Protection, P.O. Box 7669, Missoula MT 59807. 8 Figure 4—Residual conditions projected for Douglas-fir plots on steep slopes with high fire hazard on national forests in western Montana (average values for thinned plots only): basal area, number of trees per acre, and quadratic mean diameter, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Merchantable volume by diameter at breast height class—Data for average removed volume of trees 7 in d.b.h. and larger are reported in appendix 5 (tables 22 through 25). As a rule of thumb, sale administrators experienced with small-diameter timber sales typically look for at least 600 ft3 of removed volume per acre.7 None of the cases reported for the TB9 prescription yield that much volume, but 12 of the 16 cases under the 50BA prescription did yield at least 600 ft3 /ac in the first entry. In some cases, the merchantable volume in the first entry was more than 1,000 ft3 /ac. An example of the change in harvest volume for one case by entry is shown in figure 5. The TB9 prescription did not result in any merchantable volume after the first entry, and this was also true for all other cases using this prescription. The greatest volume was removed from the 50BA prescription during the first entry, and the volume removed in the second entry was less than the first in all but one case. In some cases, the volume remained fairly constant over time from the 50BA prescription, but in others it continued to decline as it does in figure 5. 7 Wynsma, B. 2001. Personal communication. Timber sale administrator, U.S. Department of Agriculture, Forest Service, Idaho Panhandle National Forest, Bonners Ferry Ranger District, Bonners Ferry, ID 83805. 9 Figure 5—Average merchantable volume projected to be removed from Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. The characteristics of the volume removed under the 50BA prescription also change considerably over time (fig. 6). At the beginning of the simulation period (2000), most of the volume removed was in the 7- to 10-in and 10- to 13-in d.b.h. classes. By the second entry (2030), almost no volume was in these classes, and most of the volume came from trees greater than 13 in d.b.h. Volume removed during the third and fourth entries came almost exclusively from trees greater than 16 in d.b.h. Stem biomass volume of trees 1- to 7-in diameter at breast height—Total stem volumes of cut trees less than 7 in d.b.h. are illustrated in figure 7. Under both prescriptions the initial entry yields by far the largest volume of trees in the 1- to 7-in d.b.h. class. After the initial entry, the volume of small trees that were cut sometimes fluctuated with either prescription, but it always remained well below the initial volume. Detailed results for all cases are found in appendix 6 (tables 30 through 33). There currently is not a reliable pulp market in Montana and no biomass market. Assuming a moisture content of 50 percent and a specific gravity of 0.40, these volumes convert to 6 to 10 green tons per acre. This estimate does not include limbs and foliage, so the total biomass could be considerably higher. These trees are either an opportunity or a disposal problem depending on whether markets are developed for them. Analyses like this one might prove useful when considering siting biomass-processing facilities, but scheduling of treatments also is an important issue because most of the volume occurs in the initial entry. Over time the supply of small trees would be expected to decline following broad application of either prescription. Average small-end diameter of removed logs—The TB9 prescription always produces logs that are only slightly larger than 5 in with small-end diameters ranging from 5.0 to 5.7 in (app. 7, table 38). This happens because the largest merchantable tree removed under this prescription is 9 in d.b.h., and such trees do not yield logs much larger than 5 in SED. With current technology, large volumes of logs in this size range 10 Figure 6—Average merchantable volume projected to be removed from Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard, by tree diameter at breast height. Figure 7—Projected nonmerchantable volume in trees 1- to 7-inch diameter at breast height cut from Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. would create a problem for conventional solid wood processors because of the inefficiencies of manufacturing either lumber (Barbour 1999) or veneer (Christensen and Barbour 1999). Progress has been made recently in identifying alternative uses for such small-diameter logs, e.g., structural round wood (LeVan-Green and Livingston 2001, Wolfe and Hernandez 1999), but markets are poorly developed. 11 Figure 8—Volume-weighted average log small-end diameters for wood projected to be removed from Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Log SED increases over time for the 50BA prescription as expected in light of the comparison of tree sizes (fig. 8). Most cases reach average SEDs of 10 in or more in the third entry, and modern random-length dimension sawmills often process logs that average less than 10 in,8 so this mix of logs is well suited for many existing mills. Although the size of the logs increases over time for the 50BA prescription, the average merchantable volume removed decreases by more than one-third over the same period (fig. 5). The actual reduction may be more than shown here because sometimes stands that were thinned in the first cycle do not qualify to be thinned in a subsequent cycle and are excluded from the averages shown in this figure. This means that although the quality of the raw material might increase over time, the quantity could decline depending on the scheduling of treatments within a fixed area. Percentage of volume removed, by species—In all cases most of the volume removed under both prescriptions is Douglas-fir. Representative results are presented in figure 9. There was little difference in the species composition of the harvested material under the two prescriptions. White wood (true firs, spruce, lodgepole pine, and other minor conifer species) proportion of the harvested volume removed is slightly higher during the first entry than later, but over time there is no real species shift. These results suggest that if species-dependent processing options were established in an area where large-scale fire hazard reduction treatments in Douglas-fir stands were taking place, differences in tree size from the two prescriptions would likely be a more important issue than species mix. Detailed results for all cases are found in appendix 8 (tables 40 through 43). 8 Armstrong, R. 2000. Personal communication. Vice President, USNR Corporation, 558 Robinson Rd., Woodland, WA 98674-9547. 12 Figure 9—Percentage of saw log volume, by species projected for Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Financial analysis—Results from the financial analysis suggest that in many cases the first entry will require a subsidy of $100 or more per acre for either the TB9 or 50BA prescription. In fact, all of the plots treated with the TB9 prescription required at least a $100 per acre subsidy. The situation improved over time under the 50BA prescription (fig. 10). Except for the first entry, no merchantable volume was removed under the TB9 prescription, so activities under that prescription always had negative net returns. These estimates include the costs of treating material that is not economical to use for products. They do not include the costs of prescribed fires, which occur on a 30-year cycle on high-hazard stands whether or not plots are thinned. They also occur on a 30-year cycle on low-hazard stands, but do not start until the beginning of the second cycle. The financial results are summarized for all cases in appendix 9 (tables 48 through 51). Ponderosa Pine The total area and number of FIA inventory plots included in this analysis for the ponderosa pine forest type are shown in appendix 2 (table 5). Ponderosa plots were segregated by high/moderate hazard (<50 mph windspeed) and low hazard (50+ mph windspeed) for the analysis presented here. For brevity, these two groups are referred to as high fire hazard and low fire hazard in all of the tables for this species. Treatment effect on fire hazard—Regression analysis indicated both a time trend (positive coefficient on decade) and a cyclical treatment effect (positive coefficients for the decade of treatment and the decade following treatment) on average crowning index for the 50BA prescription in the ponderosa pine high-hazard plots. This means that each subsequent entry brought the crowning index higher (a lower hazard) than the previous entry. The results from the ponderosa pine high-hazard plots using the TB9 prescription showed no trend for improvement over time, and there was only a small effect in the decade following treatment. The effect is small enough that the 13 Figure 10—Net value per acre projected for the 50BA prescription from Douglas-fir plots on national forests in western Montana on steep slopes with high fire hazard. hazard index hovers around 50 mph throughout the 10-decade period. These comparisons are clearly seen in a plot of the predicted average value for fire hazard index in figure 11. Figure 12 shows an analogous comparison for the predicted average basal area mortality from prescribed burns. In spite of the fact that the effects of the two prescriptions on crowning index are quite different, their effects on potential basal area mortality are strikingly similar. This means that even though the likelihood that trees will carry a crown fire is different for each prescription, the ability of the trees to withstand prescribed fire is similar, with expected basal area mortality dropping to around 5 percent in both cases over the projection period. This result suggests that by the 10th decade of the simulation, both prescriptions create stand conditions where trees are relatively resilient to low-intensity fires. Initial stand summary—The initial stand conditions for high- and low-fire-hazard cases differ systematically when paired by geographic region, owner, and slope. The low-hazard cases consistently have lower basal area, fewer trees per acre, and larger quadratic mean diameters (app. 3, tables 10 through 13). Typical comparisons are shown for both national forest land and other forest land in western Montana (fig. 13). Residual stand summary—The results presented in figure 14 illustrate how stand conditions changed over time for ponderosa pine plots. Although the results shown in the figure are for Forest Service land in western Montana, they are similar to those for other ownerships and geographic regions in Montana (app. 4, tables 18 through 21). Our analysis suggests that when repeatedly applied over the course of a century, the 50BA prescription will result in less-crowded stand conditions with fewer but larger trees than the TB9 prescription. 14 Figure 11—Predicted average crowning index for high-fire-hazard ponderosa pine plots in Montana, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Figure 12—Predicted average basal area mortality for high-fire-hazard ponderosa pine plots in Montana, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. 15 Figure 13—Initial stand conditions for ponderosa pine plots in western Montana: basal area, number of trees per acre, and quadratic mean diameter, reported by gentle slope low or high fire hazard (GSLH or GSHH) and steep slope low or high fire hazard (SSLH or SSHH). As with Douglas-fir, the diameter-limited prescription (TB9) resulted in an accumulation of basal area over time, whereas the basal-area-controlled prescription (50BA) reduced basal area to the minimum value for this forest type,9 and kept it there throughout the simulation. Basal areas in plots treated under the TB9 prescription reach an average of 90 ft 2/ac in the second or third treatment cycle, and after a cen2 tury they were all over 100 ft /ac. These plots are reaching the combinations of age and basal area where they would be considered at risk for attack by mountain pine beetles (Dendroctonus ponderosae Hopkins) and western pine beetles (D. brevicomis Le Conte) (see footnote 6). If such regimes are followed on a large proportion of the landscape, extensive insect outbreaks could eventually become a problem. Merchantable volume by tree diameter at breast height class—Data for average removed merchantable volume of trees 7 in d.b.h. and larger are reported in appendix 5 (tables 26 through 29). As with Douglas-fir, cut volumes were not high. In 7 of the 13 cases where there were sufficient data to conduct the analysis, more than 600 ft3 /ac was removed under the 50BA prescription for at least one entry. Five of those cases yielded more than 600 ft3 /ac in more than one entry. In contrast, harvested volume never averaged more than 150 ft3 /ac under the TB9 prescription. Basal areas of 50 ft 2 /ac in western Montana and 40 ft 2 /ac in eastern Montana. 9 16 Figure 14—Residual conditions projected for ponderosa pine plots on steep slopes with high fire hazard on national forests in western Montana (average values for thinned plots only): basal area, number of trees per acre, and quadratic mean diameter, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. An example of the change in harvest volume for one case by entry is shown in figure 15. The TB9 prescription did not result in measurable merchantable volume after the first entry. This was true for all cases analyzed for ponderosa pine both in eastern and western Montana. The greatest volume was removed from the 50BA prescription during the first entry, and the volume removed in subsequent entries declined. Trees in all diameter classes were removed during the first entry (fig. 16). In subsequent entries, volume was almost exclusively removed in the largest diameter class (16+ in at d.b.h.). This is a fairly common result in the other cases for ponderosa pine regardless of ownership, geographic location, or slope class. Stem biomass volume of trees 1 to 7 in diameter at breast height—As with Douglas-fir, the initial entry for both prescriptions yielded by far the largest volume of trees in the 1- to 7-in d.b.h. class. Characteristic results for the total stem volume of trees less than 7 in d.b.h. are illustrated in figure 17. The volume cut in this size class ranged from about 160 ft3 /ac to more than 350 ft3 /ac in the initial entry and between 50 and 150 ft3 /ac in subsequent entries (app. 6, tables 34 through 37). After the initial entry, the volume of small trees cut was generally lower for the TB9 prescription and volumes from both prescriptions sometimes fluctuated, but they always remained well below the initial volume. Because there are few markets in Montana for trees less than 7 in d.b.h., most of this material would be either cut and treated in place or cut and left at the landing. 17 Figure 15—Average merchantable volume projected to be removed from ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Figure 16—Average merchantable volume projected to be removed from ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard, by tree diameter at breast height. Average small-end diameter of removed logs—Results for average SED for one ponderosa pine case are shown in figure 18. As with Douglas-fir plots, the TB9 prescription always produces logs that are only slightly larger than 5 in on the small end (5.0 to 5.7 in) (see appendix 7 table 39). Processing problems for logs this size were 18 Figure 17—Projected nonmerchantable volume in trees 1- to 7-inch diameter at breast height cut from ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Figure 18—Volume-weighted average log small-end diameters for wood projected to be removed from ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard, by prescription. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. already discussed for Douglas-fir, but the problem is even more pronounced for ponderosa pine because dimension lumber is a poor option for this material (Lowell and Green 2001). 19 Log SED increases over time for the 50BA prescription, often averaging greater than 15 in. If logs in these diameter classes were to become available, they would almost certainly find markets. They are small enough to be accommodated by newer hightechnology mills, yet large enough, and in this situation old enough, that reasonable yields of higher valued appearance grades (particularly Factory grades) of lumber might be expected from them (Lowell and Green 2001, Plank 1982, Willits 1994). As with Douglas-fir, there was a tradeoff between log size and average merchantable volume removed. In the example shown in figures 15 and 17, volume removed declined by almost one-half between the first and the last entry. This means that over time the timber volume removed to maintain low fire hazard might decrease but the value of wood products might increase. Percentage of volume removed by species—Ponderosa pine was the most abundant species removed from the ponderosa pine plots (app. 8, tables 44 through 47). The results in figure 19 for the TB9 prescription show one of the few entries in any case where pine was not the major contributor of removed volume. The results shown for the 50BA prescription are far more characteristic. There was a moderate shift in species because the amounts of Douglas-fir and white woods removed tended to decline rapidly with successive thinnings, so timber removed after the first entry was about 80 percent pine. Financial analysis—Results from the financial analysis are also similar to those for Douglas-fir. They suggest that in many cases the first entry will require a subsidy of $100 or more per acre for either the TB9 or 50BA prescription. In fact, all of the plots treated with the TB9 prescription required at least a $100 subsidy. Except for the first entry, no merchantable volume was removed under the TB9 prescription, so activities under that prescription always had negative net returns. The situation improved over time under the 50BA prescription (fig. 20). During the first entry a mix of diameters were removed (fig. 16), but nearly 60 percent of the plots had negative net returns. In the subsequent entries almost all of the removed volume was from trees greater than 16 in d.b.h. Many of these entries had a positive net return. These estimates include the cost of treating material that is not economical to use for products. They do not include the cost of prescribed fire, which occurs on a 30-year cycle on high-hazard stands whether or not plots are thinned. Fires are also prescribed on a 30-year cycle on low-hazard stands, but not until the beginning of the second cycle. The financial results are summarized for all cases in appendix 9 (tables 52 through 55). Conclusion 20 In this report we demonstrate the use of existing tools and database manipulations to evaluate fire hazard treatments for large landscapes. The data needed to conduct these analyses are available from the USDA Forest Service FIA Program for most forested areas in the United States. Finer scale analyses can also be performed by using these analytical methods if a systematic inventory is available. Both TB9 and 50BA prescriptions improved the fire hazard rating over the initial conditions, but the 50BA prescription was more effective. The 50BA prescription further reduced fire hazard with each sequential entry, whereas the TB9 prescription merely lowered fire hazard rating and kept it there with subsequent treatments. The residual stands from the two prescriptions were also quite different, and these differences increased over time. The most noticeable difference was the accumulation of basal area under the TB9 prescription. Over the course of many decades, the two prescriptions will create very different structural conditions in stands with identical initial conditions. The 50BA Figure 19—Percentage of saw log volume by species projected for ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard. TB9 = thin from below to 9 inches diameter at breast height. 50BA = thin from below to 50 percent of basal area. Figure 20—Net value per acre for the 50BA prescription projected for ponderosa pine plots on national forests in western Montana on steep slopes with high fire hazard. 50BA = thin from below to 50 percent of basal area. prescription resulted in less dense stands with fewer, but larger, trees than did the TB9 prescription. Neither prescription, as written, makes a provision for recruitment of young trees into the overstory, so this aspect of the prescriptions would need to be changed if they were used operationally. The TB9 prescription never produces substantial amounts of merchantable timber, and after the first entry it does not produce any merchantable timber. The 50BA prescription produces merchantable timber at every entry, and the size of the trees removed increases with each subsequent entry, although volume declines with time. 21 Both prescriptions yield moderate amounts (usually 100 to 400 ft3 /ac) of small trees (<7 in d.b.h.) in the first entry, but in later entries they produce much less of this small timber. This is primarily a result of prescribed burning following each entry. Without the prescribed burns, small trees would probably be more abundant. The results suggest that if an interim solution to the excess fuel problem were to establish some type of biomass utilization industry and a wide-scale prescribed burning schedule were implemented in stands after the initial fuel reduction treatment, it would be important to plan for a declining volume of small-diameter timber over time regardless of which prescription was used. Only small sawlogs are produced from the TB9 prescription, and none are produced after the first entry. Finding a market for these logs is likely to be difficult. The 50BA prescription produces larger logs, and their size increases over time. The fact that there was no species shift over time suggests that size presents a more important planning issue for processors than species mix. Financial analyses suggest that at least initially, the two prescriptions examined here will require subsidies to implement in a large proportion of Montana even without considering the cost of the prescribed fire treatments. The results also suggest that by using prescriptions like the 50BA prescription, the situation could improve with time. Even though there are situations where this prescription could be applied with a positive net return, there are many land use restrictions or other constraints that were not accounted for in our analysis. It seems likely that any large-scale program will treat a mix of stands with both positive and negative net returns and that it will not be possible or even desirable to simply search the landscape for those stands where a positive return is likely. If prescriptions are limited to ones similar to those evaluated here, the number of instances where negative returns were projected suggests that any largescale fuels reduction program will likely require substantial subsidies. Metric Equivalents When you know Acres (ac) Inches (in) Feet (ft) Square feet (ft 2) Cubic feet (ft3) Cubic feet per acre (ft3 /acre) Square feet per acre (ft 2/acre) Miles per hour (mph) Pounds per cubic foot (lb/ft3) Tons per acre (t/acre) Literature Cited Multiply by: 0.41 2.54 .3048 .093 .028 .06997 .229 1.61 16.03 2.24 To find: Hectares Centimeters Meters Square meters Cubic meters Cubic meters per hectare Square meters per hectare Kilometers per hour Kilograms per cubic meter Tonnes or megagrams per hectare Barbour, R.J. 1999. Relationship between diameter and gross product value for small trees. In: Proceedings of the 27th annual wood technology clinic and show. Atlanta, GA: Wood Technology and Miller Freeman. 27: 40–46. Beukema, S.J.; Greenough, D.C.; Robinson, C.E. [et al.]. 1997. An introduction to the fire and fuels extension to FVS. In: Tech, R.; Moeur, M.; Adams, J., eds. Proceedings of the Forest Vegetation Simulator conference. Gen. Tech. Rep. INT373. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station: 191–195. 22 Christensen, G.; Barbour, R.J. 1999. Veneer recovery from small diameter logs. In: Proceedings, 1999 Society of American Foresters national meeting. Bethesda, MD: Society of American Foresters: 299–304. Christensen, G.A.; Fight, R.D.; Barbour, R.J. 2002. Simulating fire hazard reduction, wood flows, and economics of fuel treatments with FVS, FEEMA, and FIA data. In: Crookston, N.L.; Havis, R.N., comps. Proceedings of the second Forest Vegetation Simulator conference. Proc. RMRS-P-25. Fort Collins, CO: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station: 91–96. Crookston, N.L. 1990. User’s guide to the event monitor: part of prognosis model version 6. Gen. Tech. Rep. INT-275. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station. 21 p. Fight, R.D.; Barbour, R.J.; Christensen, G.A. [et al.]. 2004. Thinning and prescribed fire and projected trends in wood product potential, financial return, and fire hazard in New Mexico. Gen. Tech. Rep. PNW-GTR-605. Portland, OR: U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station. 46 p. Fight, R.D.; Chmelik, J.T. 1998. Analysts guide to FEEMA for financial analysis of ecosystem management activities. Gen. Tech. Rep. FPL-GTR-111. Madison, WI: U.S. Department of Agriculture, Forest Service, Forest Products Laboratory. 5 p. Hartsough, B.R.; Zhang, X.; Fight, R.D. 2001. Harvesting cost model for small trees in natural stands in the interior Northwest. Forest Products Journal. 51(4): 54–61. LeVan-Green, S.L.; Livingston, J. 2001. Exploring the uses for small-diameter trees. Forest Products Journal. 51(9): 10–21. Lowell, E.C.; Green, D.W. 2001. Lumber recovery from small-diameter ponderosa pine from Flagstaff, Arizona. In: Vance, R.K.; Edminster, C.B.; Covington, W.W.; Blake, J.A., comps. Ponderosa pine ecosystem restoration and conservation: steps toward stewardship. Proceedings of a conference. Proc. RMRS-P-22. Ogden, UT: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station: 161–165. Plank, M.E. 1982. Lumber recovery from ponderosa pine in western Montana. Res. Pap. PNW-297. Portland, OR: U.S. Department of Agriculture, Forest Service, Pacific Northwest Forest and Range Experiment Station. 24 p. Scott, J.H.; Reinhardt, E.D. 2001. Assessing crown fire potential by linking models of surface and crown fire behavior. Res. Pap. RMRS-RP-29. Ogden, UT: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station. 59 p. Stage, A.R. 1973. Prognosis model for stand development. Res. Pap. INT-137. Ogden, UT: U.S. Department of Agriculture, Forest Service, Intermountain Forest and Range Experiment Station. 32 p. Willits, S. 1994. “Black bark” ponderosa pine: tree grade definition and value comparison with old-growth trees. Western Journal of Applied Forestry. 9(1): 8–13. Wolfe, R.W.; Hernandez, R. 1999. Trussed assemblies from small-diameter round timbers. In: Walford, G.B.; Guant, D.J., eds. Proceedings of Pacific timber engineering conference. Rotorua, New Zealand: Forest Research Bulletin. 212: 251–256. Vol. 1. 23 Acronym Glossary d.b.h.—Diameter at breast height FEEMA—Financial evaluation of ecosystem management activities FFE—Fire and fuels extension FIA—Forest inventory and analysis FVS—Forest vegetation simulator QMD—Quadratic mean breast-height diameter SED—Small-end diameter of logs TCT—Technical contact team: advisory groups representing state, private, and federal forest managers. Representatives were staff or administrators with state or regionwide responsibility. TB9—Thin from below to 9 inches d.b.h. with a minimum residual basal area 50BA—Thin from below up to 50 percent of standing basal area with a minimum residual basal area Appendix 1: Cost and Log Price Assumptions Cost assumptions are for harvesting, hauling, and treating unutilized trees. Groundbased harvesting systems are assumed for gentle slopes (<35 percent). Cable systems are assumed for steep slopes. Harvesting costs used differ by tree size and volume per acre that is harvested. An average hauling cost of $28 per hundred cubic feet was used for all cases. Log prices used are for a mixed log market. Because of the tendency for high-cost wood to be the last supply to enter the market in good times and the first supply to leave the market in bad times, there are bound to be periods of lower prices where net revenues will be significantly less favorable than we report (tables 1 through 3). Table 1—Harvesting costs Tree diameter at breast height 24 Volume harvested (cubic feet per acre) 400 700 1,000 1,500 Inches - - - - Dollars per 100 cubic feet - - - - Gentle slope: 6 8 10 12 14 16 83 74 66 57 48 48 81 72 64 55 46 46 79 71 62 53 44 44 76 68 59 50 41 41 Steep slope: 6 8 10 12 14 16 172 162 153 143 136 134 134 125 115 109 106 103 123 113 104 94 89 86 114 104 95 85 82 78 Table 2a—Costs for treating unutilized trees by slashinga Number of trees Dollars per acre <300 300 to 1,000 1,000 to 2,000 >2,000 105 225 250 280 a Cost of slashing, and treating trees less than 4 inches diameter at breast height. Table 2b—Costs for treating unutilized trees by yardinga Slope Dollars per 100 cubic feet Gentle Steep 80 130 a Cost of skidding/yarding unutilized trees greater than 4 inches at breast height. Source: Data were provided (8-8-2001) by Bureau of Business and Economic Research, University of Montana. Table 3—Log prices for Montana Small-end diameter Inches 7 8 10 12 14 16 17 18 Douglas-fir and larch Hemlock and fir Ponderosa pine Lodgepole pine - - - - - - - - - Dollars per 100 cubic feet - - - - - - - - 169 132 132 143 189 147 189 161 227 178 227 197 265 208 265 233 304 238 304 268 342 269 342 280 360 284 361 280 360 290 370 280 Source: Developed from data provided (8-8-2001) by the Bureau of Business and Economic Research, University of Montana. 25 Appendix 2: Acreage and Number of Inventory Plots The number of forest inventory plots and the number of acres that they represent for each case (a combination of forest type, region, ownership, fire hazard, and slope) for which we report results are shown in tables 4 and 5. Table 4—Acreage and number of inventory plots for the Douglas-fir forest type in Montana Land type Western Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Eastern Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Total 26 Acres Number of plots 1,110,929 391,177 377,362 180,592 50 50 50 29 2,060,060 320,337 681,644 247,955 582,582 50 50 44 50 1,832,518 788,983 397,766 196,576 177,926 50 50 31 28 1,561,251 394,057 322,964 56,647 241,519 1,015,187 6,469,016 50 50 10 38 Table 5—Acreage and number of inventory plots for the ponderosa pine forest type in Montana Land type Acres Number of plots Western Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard 74,843 62,709 57,627 43,472 10 11 12 10 Subtotal Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Eastern Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Subtotal Total 238,651 — 194,724 73,065 119,736 <10 28 12 20 387,525 24,137 222,140 — — 13 32 <10 <10 246,277 261,392 840,053 167,702 565,328 32 46 26 39 1,834,475 2,706,928 — = not available. 27 Appendix 3: Average Initial Stand Characteristics Average basal area, average trees per acre, and average quadratic mean diameter were all calculated for trees 1 in diameter at breast height and larger. The standard errors for each variable also are reported. It is important to recognize that these data represent average stand conditions, and it is not possible to calculate the third variable from the other two as can be done for a single stand (tables 6 through 13). Table 6—Average initial stand characteristics for the Douglas-fir forest type in western Montana, national forest land Year Measure BAa TPAb QMDc Number 129 22 Inches 10.5 .8 1993 Gentle slope, low hazard Mean SEd Ft 2 /acre 63 10 1993 Gentle slope, high hazard Mean SE 117 8 586 62 6.7 .3 1993 Steep slope, low hazard Mean SE 51 4 102 11 11.0 .8 1993 Steep slope, high hazard Mean SE 126 8 451 51 8.0 .4 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). Table 7—Average initial stand characteristics for the Douglas-fir forest type in western Montana, other land Year Measure BAa TPAb QMDc Number 142 22 Inches 8.0 .7 1989 Gentle slope, low hazard Mean SEd Ft 2 /acre 48 6 1989 Gentle slope, high hazard Mean SE 124 8 656 79 6.9 .4 1989 Steep slope, low hazard Mean SE 60 4 183 23 9.5 .6 1989 Steep slope, high hazard Mean SE 109 6 594 59 6.6 .3 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). 28 Table 8—Average initial stand characteristics for the Douglas-fir forest type in eastern Montana, national forest land Year Measure BAa TPAb QMDc Number 99 16 Inches 11.3 .9 1997 Gentle slope, low hazard Mean SEd Ft 2 /acre 58 6 1997 Gentle slope, high hazard Mean SE 147 9 336 29 9.8 .4 1997 Steep slope, low hazard Mean SE 55 6 97 17 12.3 .9 1997 Steep slope, high hazard Mean SE 131 9 451 60 8.5 .5 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). Table 9—Average initial stand characteristics for the Douglas-fir forest type in eastern Montana, other land Year Measure BAa TPAb QMDc Number 88 13 Inches 10.2 .8 1988 Gentle slope, low hazard Mean SEd Ft 2 /acre 50 6 1988 Gentle slope, high hazard Mean SE 123 7 406 61 8.7 .4 1988 Steep slope, low hazard Mean SE 57 13 148 52 10.8 2.3 1988 Steep slope, high hazard Mean SE 115 6 458 59 8.0 .4 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). 29 Table 10—Average initial stand characteristics for the ponderosa pine forest in western Montana, national forest land Year Measure BAa TPAb QMDc Number 94 46 Inches 14.7 3.9 1995 Gentle slope, low hazard Mean SEd Ft 2 /acre 44 11 1995 Gentle slope, high hazard Mean SE 78 15 357 74 8.0 1.4 1995 Steep slope, low hazard Mean SE 41 6 53 15 15.4 3.1 1995 Steep slope, high hazard Mean SE 84 8 179 42 11.0 1.0 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). Table 11—Average initial stand characteristics for the ponderosa pine forest type in western Montana, other land Year Measure BAa TPAb QMDc Number 38 8 Inches 10.4 1.5 1989 Gentle slope, low hazard Mean SEd Ft 2 /acre 30 6 1989 Gentle slope, high hazard Mean SE 78 10 537 97 6.6 .6 1989 Steep slope, low hazard Mean SE 33 5 55 16 12.8 1.3 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). 30 Table 12—Average initial stand characteristics for the ponderosa pine forest type in eastern Montana, national forest land Year Measure BAa TPAb QMDc Number 270 49 Inches 8.0 0.6 377 158 8.5 1.3 1997 Gentle slope, high hazard Mean SEd Ft 2 /acre 80 12 1997 Steep slope, high hazard Mean SE 54 11 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). Table 13—Average initial stand characteristics for the ponderosa pine forest type in eastern Montana, other land Year Measure BAa TPAb QMDc Number 44 5 Inches 10.3 .6 1988 Gentle slope, low hazard Mean SEd Ft 2 /acre 27 2 1988 Gentle slope, high hazard Mean SE 75 5 299 34 7.7 .3 1988 Steep slope, low hazard Mean SE 28 3 65 9 9.1 .7 1988 Steep slope, high hazard Mean SE 66 6 390 69 6.9 .4 Note: Values are averages and cannot necessarily be cross referenced. a BA = basal area. b TPA = trees per acre. c QMD = quadratic mean diameter. d SE = standard error (+/- ). 31 Appendix 4: Average Residual Stand Characteristics Average residual stand characteristics are intended to provide resource managers with an idea of the composition and structure of residual stands after each thinning entry. These summary statistics were generated by using output from the Forest Vegetation Simulation growth model simulations from the individual forest inventory and analysis plots included in each case. Average basal area, average trees per acre, and average quadratic mean diameter are averages of plot-level results weighted by the expansion factor (the area represented by a plot) for the plot. Trees less than 1 in diameter at breast height were eliminated from this analysis to give a more meaningful representation of the overstory stand conditions. The major focus of this analysis was the types of raw materials that might be produced from various cutting treatments. As a result, only plots where thinnings were applied in any given entry are included in the analysis presented for residual stand conditions. This makes the information reported in this appendix consistent with the other results included in this report. It is a relatively simple matter to alter the Microsoft Access reports to include any combination of plots so the tables and appendixes could include all plots, only the unthinned plots, or only the thinned plots as reported here (tables 14 through 21). 32 Table 14—Average residual stand characteristics projected for the Douglas-fir forest type in western Montana, national forest land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA TPA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard Mean SEg Mean SE 119 10 85 3 92 18 57 14 16.9 .8 20.8 1.3 12 2 37 3 100 6 82 1 69 9 40 5 18.2 .7 21.7 1.0 9 1 32 3 Mean SE Mean SE 126 9 80 1 54 5 25 4 21.4 .8 26.3 1.1 7 2 26 2 116 6 80 1 47 3 32 7 22.4 .6 25.0 .9 4 1 23 1 Mean SE Mean SE 142 9 80 1 41 3 20 3 25.3 .7 29.7 1.1 5 1 22 1 132 7 80 1 39 3 21 4 25.9 .6 29.3 .8 3 1 19 1 Gentle slope, high hazard 2000 BA Steep slope, high hazard Mean SE Mean SE 92 6 85 2 100 6 106 11 13.0 .3 13.8 .6 32 2 38 2 108 6 87 2 109 7 81 7 13.8 0.4 15.4 .6 25 2 40 2 Mean SE Mean SE 97 5 80 1 72 4 66 10 16.0 .4 17.5 .7 7 2 20 1 135 7 80 1 76 5 35 2 18.5 .4 21.5 .6 2 1 26 1 Mean SE Mean SE 111 5 80 1 56 3 39 3 19.2 4 21.2 .6 5 1 19 1 151 8 80 1 60 4 22 1 21.9 .4 26.3 .5 4 1 23 1 Mean SE Mean SE 124 5 80 1 48 2 26 2 21.9 .4 24.8 .6 3 1 18 1 167 8 80 1 53 3 18 1 24.8 .5 29.7 .5 3 1 20 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. 33 Table 15—Average residual stand characteristics projected for the Douglas-fir forest type in western Montana, other land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard 110 6 82 1 71 5 43 4 17.3 .4 20.3 .9 10 1 37 3 103 5 80 1 73 5 49 4 16.9 .5 18.8 .7 7 1 31 2 Mean SE Mean SE 118 7 80 1 57 6 45 18 20.8 .6 24.5 .9 6 1 23 1 126 5 80 1 57 3 28 2 20.8 .5 24.1 .7 1 1 20 1 Mean SE Mean SE 130 1 80 1 42 2 20 3 24.2 .6 29.0 .7 5 1 21 1 145 6 80 1 48 3 20 1 24.2 .5 28.0 .6 1 1 17 1 Steep slope, high hazard Mean SE Mean SE 86 5 84 1 110 6 128 15 12.2 .5 13.3 .7 36 3 39 2 78 6 83 1 96 5 139 12 12.2 .3 12.0 .6 37 2 33 2 Mean SE Mean SE 97 5 80 1 69 4 59 6 16.4 .4 17.3 .7 7 2 22 2 95 7 80 1 63 4 57 5 16.5 .3 17.7 .8 3 1 20 2 Mean SE Mean SE 106 5 80 1 52 2 41 6 19.4 .4 21.4 .7 5 1 19 1 112 8 80 1 51 3 35 3 19.9 .4 21.9 .7 2 1 20 1 Mean SE Mean SE 121 6 80 1 44 2 31 6 22.5 .3 24.8 .7 3 1 17 1 124 8 80 1 43 2 26 3 22.8 .4 25.7 .7 2 1 17 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. 34 TPA Mean SEg Mean SE Gentle slope, high hazard 2000 BA Table 16—Average residual stand characteristics projected for the Douglas-fir forest type in eastern Montana, national forest land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA TPA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard Mean SEg Mean SE 89 11 71 1 119 18 64 15 12.0 0.5 17.9 1.1 22 5 32 3 93 10 71 1 204 86 47 15 11.3 1.0 20.6 1.5 15 3 34 4 Mean SE Mean SE 106 — 70 1 164 — 27 3 10.9 — 23.2 .9 1 — 20 2 113 — 70 1 97 — 26 3 14.6 — 24.0 1.4 3 — 15 1 Mean SE Mean SE 110 6 70 1 44 2 21 3 21.5 .5 26.7 1.0 5 1 16 1 103 8 70 1 38 3 20 2 22.7 .8 26.6 1.2 4 1 15 1 Gentle slope, high hazard 2000 BA Steep slope, high hazard Mean SE Mean SE 117 9 87 3 119 7 84 10 13.3 .5 15.8 .7 27 3 43 2 95 8 85 3 113 8 105 14 12.6 .5 14.6 .9 32 3 42 2 Mean SE Mean SE 136 10 70 1 86 5 40 4 16.9 .4 20.1 .8 2 1 25 2 106 10 70 1 69 6 36 4 17.0 .6 21.1 1.4 2 1 20 3 Mean SE Mean SE 145 10 70 1 68 5 29 4 19.6 .4 23.2 .8 4 1 17 1 114 11 70 1 55 5 30 4 19.7 .7 23.2 1.3 3 1 15 1 Mean SE Mean SE 155 11 70 1 58 4 20 1 22.2 .4 26.4 .7 4 1 16 1 127 11 70 1 47 4 22 2 22.5 .7 25.6 1.0 3 1 15 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. — = no data. 35 Table 17—Average residual stand characteristics projected for the Douglas-fir forest type in eastern Montana, other land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard 80 20 71 1 106 23 38 4 11.6 .5 20.2 1.1 3 1 32 3 92 26 73 2 121 6 42 14 11.5 1.8 22.4 3.0 17 8 37 7 Mean SE Mean SE 68 14 70 1 147 18 25 1 9.1 .4 23.7 .7 1 1 21 2 — — 70 1 — — 18 4 — — 28.8 2.7 — — 22 3 Mean SE Mean SE 123 4 70 1 45 2 18 1 22.6 .4 27.6 .6 3 1 19 1 133 17 70 1 35 4 13 3 26.4 1.7 34.0 3.0 6 1 1 1 Steep slope, high hazard Mean SE Mean SE 101 6 81 2 106 6 86 8 13.2 .3 14.6 .5 28 3 42 2 89 6 80 2 103 7 102 9 12.7 .3 13.4 .5 35 3 40 2 Mean SE Mean SE 120 7 71 1 76 4 39 4 17.0 .3 19.9 .7 5 1 31 2 111 7 70 1 74 5 42 3 16.8 .3 18.8 .7 4 1 23 2 Mean SE Mean SE 139 8 70 1 60 3 25 2 20.5 .4 24.8 .8 6 1 26 1 130 9 70 1 58 4 26 2 20.7 .4 23.4 .7 4 1 23 1 Mean SE Mean SE 155 9 70 1 49 3 17 1 24.0 .5 29.4 .9 6 1 25 1 148 10 70 1 48 3 19 2 23.9 .6 28.2 .8 4 1 23 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. — = no data. 36 TPA Mean SEg Mean SE Gentle slope, high hazard 2000 BA Table 18—Average residual stand characteristics projected for the ponderosa pine forest type in western Montana, national forest land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA TPA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard Mean SEg Mean SE 80 13 56 6 71 18 46 14 15.0 1.1 17.7 2.3 15 5 35 6 67 7 50 1 36 8 24 4 21.1 2.5 21.0 2.0 9 4 33 5 Mean SE Mean SE 97 13 52 2 54 12 20 4 18.7 0.9 23.0 1.8 7 3 35 4 82 9 50 1 30 6 13 2 24.6 2.3 28.2 2.1 6 2 25 2 Mean SE Mean SE 112 12 50 1 46 8 13 2 21.7 0.9 27.4 1.5 4 2 32 3 94 11 50 1 27 6 9 1 27.7 2.3 32.5 1.9 4 1 25 2 Gentle slope, high hazard 2000 BA Steep slope, high hazard Mean SE Mean SE 72 11 58 4 92 17 114 48 13.4 1.6 14.9 2.2 29 5 38 5 68 11 54 2 55 9 48 13 15.9 1.3 17.1 1.5 21 6 40 4 Mean SE Mean SE 90 11 52 1 63 8 33 10 17.1 1.4 20.7 1.9 9 4 38 3 91 11 50 1 50 7 21 4 19.0 1.1 22.7 1.5 3 1 24 3 Mean SE Mean SE 112 11 50 1 52 6 16 3 20.7 1.2 26.0 1.5 4 1 36 3 96 11 50 1 41 5 15 2 21.3 1.0 26.3 1.4 5 1 23 1 Mean SE Mean SE 130 12 50 1 46 5 11 1 23.6 1.2 30.1 1.4 3 1 31 2 105 12 50 1 35 4 12 2 23.8 1.0 28.8 1.5 3 1 22 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. 37 Table 19—Average residual stand characteristics projected for the ponderosa pine forest type in western Montana, other land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard 70 7 52 1 42 4 26 5 17.9 .9 21.0 1.4 9 1 37 4 78 6 52 2 43 9 20 3 20.3 1.4 23.2 1.5 8 2 36 4 Mean SE Mean SE 85 7 50 1 45 8 25 11 21.1 1.4 26.0 1.6 9 2 37 2 93 8 50 1 34 6 13 2 24.0 1.4 28.5 1.5 4 1 30 3 Mean SE Mean SE 105 8 50 1 34 6 31 13 26.0 1.5 29.5 2.2 6 2 29 2 108 9 50 1 29 5 8 1 27.9 1.4 33.8 1.4 3 1 26 2 Steep slope, high hazard Mean SE Mean SE 71 8 60 3 74 6 68 7 13.2 .5 14.2 .8 34 4 42 2 — — — — — — — — — — — — — — — — Mean SE Mean SE 100 8 55 2 53 4 22 1 18.7 .4 22.4 .7 10 2 44 1 — — — — — — — — — — — — — — — — Mean SE Mean SE 126 8 51 1 44 3 12 1 23.1 .5 28.6 .7 3 1 38 2 — — — — — — — — — — — — — — — — Mean SE Mean SE 146 9 50 1 38 2 9 1 26.7 .5 33.5 .8 2 1 33 1 — — — — — — — — — — — — — — — — Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. — = no data. 38 TPA Mean SEg Mean SE Gentle slope, high hazard 2000 BA Table 20—Average residual stand characteristics projected for the ponderosa pine forest type in eastern Montana, national forest land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA TPA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard Mean SEg Mean SE — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — Gentle slope, high hazard 2000 BA Steep slope, high hazard Mean SE Mean SE 85 11 62 6 98 12 59 7 12.9 .5 14.6 .6 28 2 46 2 43 3 50 5 54 7 76 19 12.6 1.2 12.8 1.8 42 9 40 6 Mean SE Mean SE 87 11 47 3 61 8 43 11 16.2 .6 18.1 1.0 11 4 40 2 71 5 44 2 41 5 21 2 18.5 .9 20.8 1.2 10 2 44 2 Mean SE Mean SE 90 11 42 1 55 8 29 9 18.1 .9 20.6 1.0 14 2 32 2 89 7 40 1 32 3 10 1 22.8 .8 28.0 1.2 6 2 43 2 Mean SE Mean SE 103 12 40 1 40 4 14 1 21.4 .6 24.0 .8 13 2 30 2 102 7 40 1 27 2 7 1 26.8 .8 33.6 1.2 4 1 36 2 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. — = no data. 39 Table 21—Average residual stand characteristics projected for the ponderosa pine forest type in eastern Montana, other land Year R xa Measure BAb TPAc QMDd BA CUT e 2 No. Inches Percent Ft /acre Gentle slope, low hazard 2030 TB9f 50BA h 2060 TB9 50BA 2090 TB9 50BA TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA QMD BA CUT Ft 2/acre No. Inches Percent Steep slope, low hazard 54 10 43 1 67 12 27 2 12.2 .6 17.8 .6 7 3 34 3 62 9 45 2 75 10 28 2 12.3 .4 17.9 .6 16 3 38 3 Mean SE Mean SE 86 6 40 1 116 6 17 1 11.8 .4 21.7 .6 7 1 37 2 97 12 41 1 121 15 19 2 12.5 .5 21.7 .9 6 2 34 2 Mean SE Mean SE 102 7 40 1 52 2 13 1 18.8 .4 24.5 .6 15 1 37 1 100 10 40 1 46 3 14 2 19.6 .6 24.4 .9 12 1 30 2 Steep slope, high hazard Mean SE Mean SE 63 5 53 3 79 5 67 5 12.0 .3 12.6 .4 35 3 44 2 57 3 48 2 67 4 59 8 12.7 .3 13.7 .6 34 3 45 2 Mean SE Mean SE 81 6 44 1 65 4 28 2 15.4 .4 17.6 .4 10 1 40 2 75 5 41 1 46 3 23 4 17.2 .6 21.1 1.0 8 1 38 3 Mean SE Mean SE 99 7 41 1 52 3 20 2 18.7 .4 20.8 .6 12 1 35 2 89 6 40 1 34 1 12 1 21.7 .6 27.1 1.1 5 1 35 1 Mean SE Mean SE 115 8 40 1 45 3 14 1 21.5 .5 24.0 .6 12 1 34 1 100 6 40 1 28 1 8 1 25.3 .6 32.1 1.2 4 1 32 1 Note: Values are averages and cannot necessarily be cross referenced. a R x = treatment. b BA = basal area. c TPA = trees per acre. d QMD = quadratic mean diameter. e BA CUT = percentage of total basal area harvested. f TB9 = thin from below to 9 inches diameter at breast height. g SE = standard error (+/- ). h 50BA = thin from below to 50 percent of basal area. 40 TPA Mean SEg Mean SE Gentle slope, high hazard 2000 BA Appendix 5: Average Volume of Utilized Trees Resource managers who plan and conduct fuel mitigation treatments and contractors who bid on the treatments need information on the merchantable volume and size of trees to be removed during treatments. Such information is presented in this appendix. The tables included in this appendix summarize average cubic-foot volume harvested per acre, with standard errors (see tables 22 through 29). Reporting results by 3-in diameter classes provides a sense of the relative importance of different tree sizes. Processing output for all trees 7 in diameter at breast height and larger through the Financial Evaluation of Ecosystem Management Activities (FEEMA) model generates the data needed for tables. Merchantable volume is calculated by summing all of the logs that FEEMA recovered from each tree up to a 5-in top. All values are stand averages weighted by plot expansion factors. All tree species are combined. Cases where less than 50 cubic feet of material was removed are left blank because this amount of volume is considered insignificant and including it makes the output in later appendixes (e.g., 7 and 8) confusing. 41 Table 22—Average volume of utilized trees by diameter class projected for the Douglas-fir forest type in western Montana, national forest land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard — — — — — — 18 266 582 54 57 163 Mean SEc Mean SE — — 86 31 Mean SE Mean SE — — 11 6 — — 6 5 — — 53 35 Mean SE Mean SE — — 7 4 — — 14 8 — — 27 19 7 to 10 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 42 16+ Total Steep slope, low hazard — — — — — — 178 225 334 37 48 99 — — 952 69 — — 58 26 — — 795 9 — — 583 100 — — 652 87 — — 18 12 — — 10 5 — — 38 11 — — 475 66 — — 541 55 — — 459 53 — — 506 39 — — 3 1 — — 4 2 — — 6 3 — — 436 34 — — 449 30 Steep slope, high hazard Mean SE Mean SE 234 36 303 52 0 0 275 55 0 0 40 20 0 0 1 1 234 36 619 28 180 27 311 41 0 0 390 80 0 0 158 55 0 0 66 33 180 27 925 40 Mean SE Mean SE — — 50 15 — — 58 17 — — 173 37 — — 122 34 — — 403 20 — — 7 4 — — 27 11 — — 217 40 — — 518 84 — — 769 43 Mean SE Mean SE — — 18 11 — — 52 15 — — 89 24 — — 243 32 — — 402 3 — — 2 2 — — 17 9 — — 13 8 — — 593 38 — — 624 26 Mean SE Mean SE — — 4 4 — — 10 7 — — 28 14 — — 383 33 — — 425 26 — — 2 1 — — 6 3 — — 13 8 — — 499 26 — — 520 18 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 13 to 16 - - - - - - - - - - Cubic feet per acre - - - - - - - - - Gentle slope, high hazard 2000 10 to 13 Table 23—Average volume of utilized trees by diameter class projected for the Douglas-fir forest type in western Montana, other land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard 0 0 0 0 0 0 222 285 395 50 49 103 Mean SEc Mean SE 61 24 115 41 Mean SE Mean SE — — 10 4 — — 16 7 — — 61 20 Mean SE Mean SE — — 5 2 — — 9 4 — — 10 8 Mean SE Mean SE 210 29 277 41 0 0 194 46 0 0 74 26 Mean SE Mean SE — — 51 19 — — 119 29 Mean SE Mean SE — — 10 4 Mean SE Mean SE — — 8 4 7 to 10 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 13 to 16 16+ Total - - - - - - - - - - Cubic feet per acre - - - - - - - - Steep slope, low hazard — — — — — — 177 226 244 36 47 74 61 24 1,017 91 — — 92 17 — — 482 72 — — 569 56 — — 2 1 — — 23 9 — — 93 24 — — 382 52 — — 500 28 — — 485 36 — — 509 28 — — 1 1 — — 1 1 — — 1 1 — — 447 33 — — 451 32 0 0 46 23 210 29 591 12 201 24 189 40 0 0 190 49 0 0 64 27 0 0 0 0 201 24 444 45 — — 130 30 — — 106 38 — — 406 10 — — 43 11 — — 58 20 — — 51 19 — — 315 83 — — 468 67 — — 40 15 — — 82 24 — — 301 56 — — 433 43 — — 5 2 — — 47 12 — — 126 25 — — 273 47 — — 451 11 — — 20 9 — — 22 10 — — 345 36 — — 394 27 — — 1 1 — — 2 2 — — 24 9 — — 411 28 — — 438 18 Gentle slope, high hazard 2000 10 to 13 — — 738 42 Steep slope, high hazard a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 43 Table 24—Average volume of utilized trees by diameter class projected for the Douglas-fir forest type in eastern Montana, national forest land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard — — — — — — 135 168 187 42 39 91 Mean SEc Mean SE — — 69 20 Mean SE Mean SE — — 16 13 — — 9 7 — — 38 29 Mean SE Mean SE — — 2 1 — — 3 3 — — 33 17 7 to 10 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 44 16+ Total Steep slope, low hazard — — — — — — 183 122 301 62 51 119 — — 559 41 — — 20 14 — — 627 72 — — 305 56 — — 368 48 — — 3 3 — — 0 0 — — 38 38 — — 214 39 — — 255 44 — — 236 33 — — 275 25 — — 1 1 — — 8 6 — — 2 2 — — 246 30 — — 258 25 Steep slope, high hazard Mean SE Mean SE 246 34 306 46 0 0 314 51 0 0 198 53 0 0 141 71 246 34 957 47 176 38 201 40 0 0 255 57 0 0 100 31 0 0 91 53 176 38 646 32 Mean SE Mean SE — — 1 1 — — 64 16 — — 120 33 — — 387 92 — — 572 77 — — 17 9 — — 71 56 — — 56 21 — — 327 90 — — 470 83 Mean SE Mean SE — — 0 0 — — 1 1 — — 37 13 — — 219 29 — — 257 24 — — 1 1 — — 15 7 — — 44 16 — — 140 31 — — 200 24 Mean SE Mean SE — — 0 0 — — 0 0 — — 3 3 — — 246 23 — — 250 22 — — 1 1 — — 7 5 — — 25 10 — — 207 28 — — 239 22 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 13 to 16 - - - - - - - - - - Cubic feet per acre - - - - - - - - - Gentle slope, high hazard 2000 10 to 13 Table 25—Average volume of utilized trees by diameter class projected for the Douglas-fir forest type in eastern Montana, other land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard — — — — — — 178 223 210 35 50 66 Mean SEc Mean SE — — 36 10 Mean SE Mean SE — — 10 3 — — 35 12 — — 54 14 Mean SE Mean SE — — 6 3 — — 3 3 — — 4 4 Mean SE Mean SE 215 29 241 30 0 0 271 50 0 0 131 37 Mean SE Mean SE — — 8 4 — — 69 28 Mean SE Mean SE — — 1 1 Mean SE Mean SE — — 1 1 7 to 10 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 13 to 16 16+ Total - - - - - - - - - - Cubic feet per acre - - - - - - - - Steep slope, low hazard — — — — — — 165 81 382 131 58 233 — — 647 59 — — 2 2 — — 286 51 — — 386 34 — — 0 0 — — 0 0 — — 135 102 — — 265 102 — — 400 94 — — 380 55 — — 393 53 — — 0 0 — — 0 0 — — 0 0 — — 364 52 — — 364 52 0 0 52 33 215 29 695 32 221 34 206 31 0 0 188 44 0 0 55 20 0 0 11 9 221 34 459 26 — — 135 34 — — 385 83 — — 598 70 — — 6 3 — — 98 26 — — 91 27 — — 162 42 — — 358 28 — — 3 3 — — 25 12 — — 417 40 — — 445 35 — — 1 1 — — 3 2 — — 40 15 — — 341 41 — — 385 34 — — 4 3 — — 3 2 — — 394 25 — — 402 23 — — 0 0 — — 2 2 — — 10 6 — — 403 27 — — 415 23 Gentle slope, high hazard 2000 10 to 13 — — 629 197 Steep slope, high hazard a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 45 Table 26—Average volume of utilized trees by diameter class projected for the ponderosa pine forest type in western Montana, national forest land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 TB9 c 50BAd 2060 TB9 c 50BA 2090 TB9 d c 50BAd a 65 35 76 53 Mean SE Mean SE — — 13 10 — — 86 82 — — 121 100 Mean SE Mean SE — — 6 4 — — 0 0 — — 0 0 Mean SE Mean SE 89 37 162 67 0 0 141 81 0 0 92 63 Mean SE Mean SE — — 22 14 — — 153 66 Mean SE Mean SE — — 7 4 Mean SE Mean SE — — 8 3 46 13 to 16 16+ Total Steep slope, low hazard 0 0 0 0 0 0 47 150 261 20 119 158 65 35 606 46 60 36 85 58 — — 466 147 — — 686 6 — — 4 2 — — 15 10 — — 52 28 — — 255 88 — — 326 56 — — 605 167 — — 610 164 — — 7 3 — — 0 0 — — 7 7 — — 301 58 — — 315 47 0 0 86 83 89 37 482 55 74 34 74 32 0 0 198 81 0 0 227 91 0 0 155 77 74 34 655 79 — — 145 83 — — 357 148 — — 677 68 — — 13 9 — — 4 3 — — 28 18 — — 325 108 — — 370 95 — — 59 59 — — 35 22 — — 558 145 — — 659 115 — — 2 1 — — 4 4 — — 44 32 — — 241 45 — — 290 25 — — 0 0 — — 0 0 — — 459 75 — — 467 70 — — 6 4 — — 19 18 — — 2 2 — — 243 32 — — 269 13 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/- ). d 50BA = thin from below to 50 percent of basal area. — = no data. b 10 to 13 - - - - - - - - - - Cubic feet per acre - - - - - - - - - Gentle slope, high hazard c 50BAd 2030 Gentle slope, low hazard 0 0 0 0 0 0 233 203 95 121 156 57 Mean SEc Mean SE 7 to 10 60 36 543 102 Steep slope, high hazard Table 27—Average volume of utilized trees by diameter class projected for the ponderosa pine forest type in western Montana, other land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b — — 26 7 Mean SE Mean SE — — 19 3 — — 30 10 — — 65 30 TB9 Mean 50BA SE — — 19 5 — — 8 2 — — 0 0 TB9 Mean SE Mean SE 139 22 144 23 0 0 190 51 0 0 119 52 Mean SE Mean SE — — 24 10 — — 46 19 Mean SE Mean SE — — 10 2 Mean SE Mean SE — — 18 4 50BAd 2060 TB9 50BA 2090 Gentle slope, low hazard — — — — — — 124 228 393 36 69 158 Mean SEc Mean SE 7 to 10 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 13 to 16 16+ Total - - - - - - - - - - Cubic feet per acre - - - - - - - - Steep slope, low hazard — — — — — — 168 96 320 87 34 97 — — 771 7 — — 67 39 — — 563 97 — — 677 48 — — 12 5 — — 4 2 — — 16 11 — — 510 122 — — 543 110 — — 425 64 — — 452 53 — — 11 3 — — 4 2 — — 1 1 — — 384 81 — — 401 74 0 0 65 54 139 22 518 46 — — — — — — — — — — — — — — — — — — — — — — 122 25 — — 786 126 — — 978 79 — — — — — — — — — — — — — — — — — — — — — — 2 1 — — 18 14 — — 862 107 — — 892 99 — — — — — — — — — — — — — — — — — — — — — — 3 1 — — 1 1 — — 547 57 — — 570 49 — — — — — — — — — — — — — — — — — — — — Gentle slope, high hazard 2000 10 to 13 — — 651 91 Steep slope, high hazard a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/- ). d 50BA = thin from below to 50 percent of basal area. — = no data. b 47 Table 28—Average volume of utilized trees by diameter class projected for the ponderosa pine forest type in eastern Montana, national forest land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard — — — — — — — — — — — — Mean SEc Mean SE — — — — Mean SE Mean SE — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — Mean SE Mean SE 135 36 214 53 0 0 225 64 0 0 56 26 Mean SE Mean SE — — 0 0 — — 60 30 Mean SE Mean SE — — 2 1 Mean SE Mean SE — — 1 1 7 to 10 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 48 16+ Total Steep slope, low hazard — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — 0 0 13 10 135 36 508 9 90 45 35 16 0 0 21 21 0 0 25 19 0 0 3 3 90 45 83 17 — — 162 52 — — 317 96 — — 540 78 — — 59 15 — — 136 69 — — 176 61 — — 271 70 — — 643 102 — — 19 11 — — 5 5 — — 224 67 — — 250 65 — — 28 7 — — 12 5 — — 30 28 — — 626 89 — — 697 34 — — 4 3 — — 2 1 — — 121 19 — — 129 18 — — 40 6 — — 15 5 — — 1 1 — — 384 52 — — 440 31 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/- ). d 50BA = thin from below to 50 percent of basal area. — = no data. b 13 to 16 - - - - - - - - - - Cubic feet per acre - - - - - - - - - Gentle slope, high hazard 2000 10 to 13 — — — — Steep slope, high hazard Table 29—Average volume of utilized trees by diameter class projected for the ponderosa pine forest type in eastern Montana, other land Diameter at breast height (inches) Year RXa Measure 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - Cubic feet per acre - - - - - - - - 2030 TB9b 50BAd 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Gentle slope, low hazard — — — — — — 35 66 97 11 18 32 Mean SEc Mean SE — — 3 2 Mean SE Mean SE — — 3 1 — — 3 2 — — 5 3 Mean SE Mean SE — — 6 2 — — 6 3 — — 1 1 Mean SE Mean SE 120 20 141 25 Mean SE Mean SE — — 1 1 — — 39 12 — — 147 34 Mean SE Mean SE — — 2 1 — — 5 2 Mean SE Mean SE — — 3 1 — — 2 1 7 to 10 10 to 13 13 to 16 16+ Total - - - - - - - - - - Cubic feet per acre - - - - - - - - Steep slope, low hazard — — — — — — 47 72 72 17 32 33 — — 200 27 — — 21 15 — — 213 31 — — 132 23 — — 143 21 — — 0 0 — — 0 0 — — 8 6 — — 170 30 — — 179 28 — — 89 11 — — 103 8 — — 4 2 — — 3 2 — — 0 0 — — 95 15 — — 102 13 Gentle slope, high hazard 0 0 0 0 0 0 119 64 0 28 30 0 120 20 324 28 74 15 98 15 Steep slope, high hazard 0 0 0 0 0 0 109 46 5 26 20 5 74 15 258 7 — — 165 39 — — 352 33 — — 13 4 — — 23 13 — — 82 26 — — 429 70 — — 547 46 — — 6 3 — — 196 32 — — 208 30 — — 29 8 — — 15 6 — — 15 7 — — 393 47 — — 452 28 — — 6 3 — — 118 16 — — 128 15 — — 21 4 — — 10 2 — — 16 12 — — 282 26 — — 329 8 a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/- ). d 50BA = thin from below to 50 percent of basal area. — = no data. b 49 Appendix 6: Average Volume of Unutilized Trees 50 Volumes for trees in the 1- to <4-in and 4- to <7-in diameter at breast height classes are reported in this appendix. These biomass volumes are total tree volume estimates taken directly from the Forest Vegetation Simulation model. Unutilized tree volumes are reported to provide information on the total amount of bole wood biomass that needs to be processed to accomplish the fuel reduction treatment. This material is generally too small to be handled commercially, but occasionally price spikes in either hog fuel or pulp chips make removal of some of these trees financially viable. Also, as new technologies arise, alternative uses might be found for these trees, so information on their volume is useful for planning (tables 30 through 37). Table 30—Average volume of trees cut but not utilized, by diameter class, projected for the Douglas-fir forest type in western Montana, national forest land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 4 to 7 Total - - - Cubic feet per acre - - - - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 103 22 103 22 37 9 37 9 140 17 140 17 56 10 56 10 34 12 34 12 90 13 90 13 Mean SE Mean SE 45 4 49 5 12 5 36 12 57 3 85 7 23 2 26 2 6 1 16 3 29 1 42 2 Mean SE Mean SE 41 4 49 5 7 3 24 4 49 1 72 7 22 2 26 2 6 1 13 2 28 1 39 2 Gentle slope, high hazard 2000 1 to 4 Steep slope, high hazard Mean SE Mean SE 123 17 123 17 311 52 311 52 434 37 434 37 80 14 80 14 238 38 238 38 318 30 318 30 Mean SE Mean SE 32 9 34 9 43 17 63 18 75 17 97 17 11 3 17 3 20 9 37 12 31 9 54 11 Mean SE Mean SE 22 4 41 5 22 9 34 10 44 8 75 8 19 4 28 3 19 5 26 5 37 6 54 1 Mean SE Mean SE 19 4 39 5 9 4 43 11 28 5 82 9 14 3 28 3 11 4 30 6 25 4 58 4 a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 51 Table 31—Average volume of trees cut but not utilized, by diameter class, projected for the Douglas-fir forest type in western Montana, other land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 52 Total - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 43 6 43 6 62 16 62 16 105 13 105 13 18 3 18 3 46 12 46 12 64 10 64 10 Mean SE Mean SE 38 6 42 6 10 3 14 3 49 5 56 4 10 1 12 1 1 1 3 1 11 1 15 1 Mean SE Mean SE 36 5 40 5 11 3 25 5 47 5 66 3 10 1 12 1 1 1 3 1 11 1 15 1 Steep slope, high hazard Mean SE Mean SE 108 24 108 24 419 47 419 47 527 31 527 31 83 13 83 13 318 34 318 34 401 15 401 15 Mean SE Mean SE 29 5 29 4 42 11 43 11 71 10 72 9 21 4 16 2 17 3 27 4 38 4 42 3 Mean SE Mean SE 24 4 39 5 21 4 38 6 45 4 76 1 14 2 17 2 22 5 18 3 36 4 35 1 Mean SE Mean SE 19 4 36 4 12 2 39 7 31 3 74 2 12 2 16 2 13 3 17 2 25 2 33 2 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 4 to 7 - - - Cubic feet per acre - - - Gentle slope, high hazard 2000 1 to 4 Table 32—Average volume of trees cut but not utilized, by diameter class, projected for the Douglas-fir forest type in eastern Montana, national forest land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 4 to 7 Total - - - Cubic feet per acre - - - - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 54 12 54 12 28 13 28 13 82 14 82 14 50 12 50 12 30 12 30 12 80 14 80 14 Mean SE Mean SE 22 4 22 4 18 5 13 2 41 2 35 2 15 2 15 3 15 6 17 6 30 6 32 6 Mean SE Mean SE 19 2 21 2 25 4 25 4 43 4 45 4 13 2 14 3 13 2 10 1 26 2 24 1 Gentle slope, high hazard 2000 1 to 4 Steep slope, high hazard Mean SE Mean SE 36 7 36 7 199 34 199 34 235 30 235 30 65 15 65 15 352 82 352 82 417 77 417 77 Mean SE Mean SE 11 1 13 1 6 1 10 2 17 1 23 1 8 1 10 1 5 1 10 3 13 1 20 2 Mean SE Mean SE 24 4 25 4 13 3 19 3 38 3 44 2 16 3 16 3 8 2 11 2 24 2 27 1 Mean SE Mean SE 27 4 25 4 13 3 24 4 40 3 49 2 17 3 16 2 10 2 12 2 27 2 28 1 a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 53 Table 33—Average volume of trees cut but not utilized, by diameter class, projected for the Douglas-fir forest type in eastern Montana, other land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 54 Total - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 18 3 18 3 24 7 24 7 42 6 42 6 52 22 52 22 64 38 64 38 116 34 116 34 Mean SE Mean SE 32 2 31 2 31 2 34 3 62 7 65 7 21 5 20 5 17 3 18 3 38 7 39 7 Mean SE Mean SE 31 3 33 3 40 3 40 4 71 7 72 7 23 6 22 6 25 4 21 3 48 9 44 8 Steep slope, high hazard Mean SE Mean SE 32 10 32 10 248 44 248 44 279 41 279 41 45 10 45 10 299 52 299 52 344 48 344 48 Mean SE Mean SE 25 2 26 2 20 2 24 2 45 4 50 4 18 1 19 1 13 1 18 3 32 3 37 1 Mean SE Mean SE 29 2 28 2 30 3 41 3 59 4 69 6 23 2 22 2 21 2 26 2 44 3 48 4 Mean SE Mean SE 32 3 29 2 30 3 47 3 62 5 76 6 25 2 23 2 22 2 29 2 47 4 52 5 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 4 to 7 - - - Cubic feet per acre - - - Gentle slope, high hazard 2000 1 to 4 Table 34—Average volume of trees cut but not utilized, by diameter class, projected for the ponderosa pine forest type in western Montana, national forest land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 4 to 7 Total - - - Cubic feet per acre - - - - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 26 9 26 9 90 27 90 27 116 12 116 12 7 2 7 2 23 19 23 19 31 18 31 18 Mean SE Mean SE 37 11 44 9 36 16 52 17 72 1 96 17 20 3 25 3 20 7 34 7 40 7 59 14 Mean SE Mean SE 30 11 47 7 26 15 62 15 56 10 108 23 19 4 26 3 12 4 46 8 31 6 73 17 Gentle slope, high hazard 2000 1 to 4 Steep slope, high hazard Mean SE Mean SE 69 17 69 17 263 63 263 63 332 25 332 25 42 15 42 15 119 66 119 66 161 51 161 51 Mean SE Mean SE 17 3 22 3 54 29 60 28 71 26 83 23 14 3 16 3 7 2 30 12 21 1 46 8 Mean SE Mean SE 23 5 44 4 14 7 51 11 37 4 95 18 21 4 32 4 15 6 34 6 36 2 66 11 Mean SE Mean SE 16 4 55 6 7 5 59 9 24 3 114 23 17 4 33 4 19 9 41 8 36 6 73 12 a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 55 Table 35—Average volume of trees cut but not utilized, by diameter class, projected for the ponderosa pine forest type in western Montana, other land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 56 Total - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 15 2 15 2 57 10 57 10 72 5 72 5 13 2 13 2 20 4 20 4 33 5 33 5 Mean SE Mean SE 43 7 55 9 55 15 71 15 98 7 126 10 16 3 21 3 17 3 24 4 33 6 46 8 Mean SE Mean SE 36 8 61 8 34 12 58 7 70 8 119 16 13 2 25 4 12 3 25 5 25 4 50 9 Steep slope, high hazard Mean SE Mean SE 117 26 117 26 235 38 235 38 352 21 352 21 — — — — — — — — — — — — Mean SE Mean SE 38 5 53 7 49 12 39 6 87 7 93 7 — — — — — — — — — — — — Mean SE Mean SE 22 3 52 6 10 3 42 5 32 2 94 10 — — — — — — — — — — — — Mean SE Mean SE 15 3 61 6 5 1 59 6 20 2 120 13 — — — — — — — — — — — — R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 4 to 7 - - - Cubic feet per acre - - - Gentle slope, high hazard 2000 1 to 4 Table 36—Average volume of trees cut but not utilized, by diameter class, projected for the ponderosa pine forest type in eastern Montana, national forest land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA 4 to 7 Total - - - Cubic feet per acre - - - - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — Gentle slope, high hazard 2000 1 to 4 Steep slope, high hazard Mean SE Mean SE 46 15 46 15 159 28 159 28 206 17 206 17 92 44 92 44 172 57 172 57 263 35 263 35 Mean SE Mean SE 43 16 38 14 51 24 73 33 94 26 111 33 22 2 24 3 41 6 44 6 63 10 68 11 Mean SE Mean SE 44 3 42 2 60 7 67 6 103 12 109 13 21 5 33 5 29 6 38 6 50 6 70 12 Mean SE Mean SE 46 3 45 3 61 7 70 7 106 13 115 14 17 4 35 5 23 6 42 5 40 4 77 14 a R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. — = no data. b 57 Table 37—Average volume of trees cut but not utilized, by diameter class, projected for the ponderosa pine forest type in eastern Montana, other land Diameter at breast height (inches) Year 2030 RXa TB9 b 50BAd 2060 TB9 50BA 2090 TB9 50BA Measure 1 to 4 4 to 7 Total TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA a 58 Total - - - Cubic feet per acre - - - Gentle slope, low hazard Steep slope, low hazard Mean SEc Mean SE 24 1 24 1 20 2 20 2 44 5 44 5 19 1 19 1 18 6 18 6 37 4 37 4 Mean SE Mean SE 52 2 51 2 64 4 71 6 115 12 121 12 36 1 37 1 42 4 45 5 78 10 82 10 Mean SE Mean SE 51 2 54 2 62 4 90 7 113 12 145 14 40 1 40 2 41 3 56 6 81 11 96 12 Steep slope, high hazard Mean SE Mean SE 42 10 42 10 175 28 175 28 217 22 217 22 61 21 61 21 224 30 224 30 286 14 286 14 Mean SE Mean SE 40 1 39 1 36 3 37 3 76 7 76 7 26 3 35 2 35 6 50 8 62 4 85 7 Mean SE Mean SE 49 2 47 2 54 4 61 5 104 10 107 10 23 3 38 2 17 3 42 4 40 3 79 9 Mean SE Mean SE 57 2 55 2 69 6 79 7 126 11 134 12 19 2 43 3 12 2 46 5 31 2 89 10 R x = treatment. TB9= thin from below to 9 inches diameter at breast height. c SE = standard error (+/-). d 50BA = thin from below to 50 percent of basal area. b 4 to 7 - - - Cubic feet per acre - - - Gentle slope, high hazard 2000 1 to 4 Appendix 7: Average Small-End Diameter of Utilized Logs Information on average sawlog size is reported in this appendix. These data provide millowners with information on how the size of logs generated from fuel reduction treatments might be expected to change over time. Tables 38 and 39 show the average small-end diameter (SED) of logs removed during treatments, by entry. The SEDs of individual logs are output from Financial Evaluation of Ecosystem Management Activities (FEEMA) weighted by volume and plot expansion factor. The minimum diameter log included in FEEMA output is 5 in. All tree species are combined. 59 Table 38—Average small-end diameter of utilized logs projected for the Douglas-fir forest type in Montana Entry 1a Type Western Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Eastern Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Measure TB9e 50BAf TB9 50BA Entry 3c TB9 50BA Entry 4d TB9 50BA - - - - - - - - - - - - - - - - - - - - - - - - - Inches - - - - - - - - - - - - - - - - - - - - - - - - - Mean SEg Mean SE Mean SE Mean SE 5.6 .05 5.5 .05 — — — — 6.8 .17 6.4 .14 — — — — — — — — — — — — Mean SE Mean SE Mean SE Mean SE 5.4 .04 5.5 .04 — — — — 6.0 .17 6.4 .20 — — — — Mean SE Mean SE Mean SE Mean SE 5.4 .04 5.5 .05 — — — — Mean SE Mean SE Mean SE Mean SE 5.5 .04 5.5 .04 — — — — 10.0 .31 8.3 .29 9.1 .44 9.4 .41 — — — — — — — — 13.1 .35 10.1 .38 11.6 .54 13.1 .64 — — — — — — — — 15.4 .40 12.5 .36 14.6 .53 15.3 .74 — — — — — — 5.5 .09 8.1 .44 8.3 .35 7.8 .31 8.4 .37 — — — — — — — — 10.5 .48 10.4 .39 11.2 .43 11.8 .50 — — — — — — — — 13.1 .47 12.1 .48 13.9 .47 14.7 .52 6.8 .24 6.9 .21 — — — — — — — — — — — — 9.6 .62 9.7 .36 8.9 .48 7.8 .39 — — — — — — — — 11.1 .64 11.9 .45 12.0 .76 10.6 .56 — — — — — — — — 12.6 .56 13.3 .48 13.0 .83 13.2 .50 6.2 .14 6.4 .17 — — — — — — — — — — — — 8.8 .33 9.3 .31 9.8 .98 8.5 .33 — — — — — — — — 11.0 .43 12.2 .44 13.2 1.40 10.9 .42 — — — — — — — — 14.2 .43 14.8 .53 16.2 1.53 13.7 .41 — = no logs with small-end diameter >5 inches harvested. a Entry date 1: 2000 for high-fire-hazard stands, 2030 for low-fire-hazard stands. b Entry date 2: 2030 for high-fire-hazard stands, 2060 for low-fire-hazard stands. c Entry date 3: 2060 for high-fire-hazard stands, 2090 for low-fire-hazard stands. d Entry date 4: 2090 for high-fire-hazard stands. e TB9 = thin from below to 9 inches diameter at breast height. f 50BA = thin from below to 50 percent of basal area. g SE = standard error (+/-). 60 Entry 2b Table 39—Average small-end diameter of utilized logs projected for the ponderosa pine forest type in Montana Entry 1a Type Western Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Eastern Montana: National forest land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Other land— Steep slope, high fire hazard Gentle slope, high fire hazard Steep slope, low fire hazard Gentle slope, low fire hazard Measure TB9e 50BAf Entry 2b TB9 50BA Entry 3c TB9 50BA Entry 4d TB9 50BA - - - - - - - - - - - - - - - - - - - - - - - - - Inches - - - - - - - - - - - - - - - - - - - - - - - - - Mean SEg Mean SE Mean SE Mean SE 5.6 .18 5.5 .15 — — — — 7.5 .43 7.8 .95 — — — — — — — — 5.5 .02 5.4 .13 10.6 .97 9.7 1.04 8.7 1.20 7.8 .74 — — — — — — — — 13.9 .92 13.5 .89 12.1 1.28 11.5 .99 — — — — — — — — 15.3 1.18 16.6 .82 16.5 1.30 15.1 1.01 Mean SE Mean SE Mean SE Mean SE — — 5.5 .06 — — — — — — 6.2 .22 — — — — — — — — — — — — — — 10.5 .43 9.9 .81 9.1 .80 — — — — — — — — — — 15.2 .47 13.6 1.05 13.0 .73 — — — — — — — — — — 18.1 .42 16.0 .81 16.5 .66 Mean SE Mean SE Mean SE Mean SE 5.3 .15 5.4 .07 — — — — 6.2 .71 6.3 .15 — — — — — — — — — — — — 9.2 .62 9.2 .32 — — — — — — — — — — — — 14.0 .55 10.7 .59 — — — — — — — — — — — — 16.1 .96 12.3 .65 — — — — Mean SE Mean SE Mean SE Mean SE 5.3 .04 5.3 .04 — — — — 6.1 .17 5.9 1.4 — — — — — — — — — — — — 10.4 .51 8.2 .21 7.7 .26 7.9 .26 — — — — — — — — 13.8 .67 10.2 .34 10.3 .37 10.6 .39 — — — — — — — — 15.3 .75 12.1 .40 11.4 .60 11.4 .47 — = no logs with small-end diameter >5 inches harvested. a Entry date 1: 2000 for high-fire-hazard stands, 2030 for low-fire-hazard stands. b Entry date 2: 2030 for high-fire-hazard stands, 2060 for low-fire-hazard stands. c Entry date 3: 2060 for high-fire-hazard stands, 2090 for low-fire-hazard stands. d Entry date 4: 2090 for high fire hazard stands. e TB9 = thin from below to 9 inches diameter at breast height. f 50BA = thin from below to 50 percent of basal area. g SE = standard error (+/-). 61 Appendix 8: Average Percentage of Volume, by Species, of Utilized Trees 62 Information presented in this appendix provides estimates of the species mix of logs removed during various treatment entries. The average percentage of volume in each of the three main groups, Douglas-fir/larch, ponderosa pine, and white woods, is displayed. Calculation is based on the average merchantable harvest volume (cubic feet/acre) from Financial Evaluation of Ecosystem Management Activities (FEEMA), weighted by the expansion factor (tables 40 through 47). Table 40—Average percentage of log volume by species projected for the Douglas-fir forest type in western Montana, national forest land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Douglas-fir and larch Ponderosa pine White woodsb Douglas-fir and larch Ponderosa pine White woods Mean SEd Mean SE - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — 67 8 25 16 2 6 - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — 71 13 16 13 2 3 Mean SE Mean SE — — 71 15 — — 17 4 — — 12 3 — — 89 15 — — 9 1 — — 2 1 Mean SE Mean SE — — 79 16 — — 15 3 — — 6 1 — — 91 14 — — 8 1 — — 1 1 Mean SE Mean SE Gentle slope, high hazard 77 3 20 13 1 3 75 3 22 14 1 4 Steep slope, high hazard 80 6 14 1 86 1 14 1 14 2 13 2 Mean SE Mean SE — — 85 14 — — 5 1 — — 10 2 — — 95 15 — — 2 1 — — 3 1 Mean SE Mean SE — — 85 13 — — 11 2 — — 4 1 — — 97 15 — — 1 1 — — 2 1 Mean SE Mean SE — — 89 13 — — 8 1 — — 3 1 — — 96 14 — — 3 1 — — 1 1 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 63 Table 41—Average percentage of log volume by species projected for the Douglas-fir forest type in western Montana, other land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Douglas-fir and larch Ponderosa pine Douglas-fir and larch Ponderosa pine White woods Mean SEd Mean SE - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard 62 12 26 16 3 7 77 9 14 15 2 3 - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — 80 12 8 13 2 1 Mean SE Mean SE — — 78 14 — — 16 3 — — 5 1 — — 79 13 — — 19 3 — — 1 1 Mean SE Mean SE — — 76 12 — — 21 3 — — 2 1 — — 75 11 — — 23 3 — — 3 1 Mean SE Mean SE Gentle slope, high hazard 77 3 20 13 1 3 77 7 16 14 1 3 Steep slope, high hazard 88 3 13 1 81 4 17 1 8 1 15 3 Mean SE Mean SE — — 91 16 — — 6 1 — — 3 1 — — 89 16 — — 6 1 — — 4 1 Mean SE Mean SE — — 90 14 — — 9 1 — — 1 1 — — 90 15 — — 9 1 — — 1 1 Mean SE Mean SE — — 85 13 — — 12 2 — — 3 1 — — 86 14 — — 13 2 — — 0 0 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 64 White woodsb Table 42—Average percentage of log volume by species projected for the Douglas-fir forest type in eastern Montana, national forest land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Douglas-fir and larch Ponderosa pine White woodsb Douglas-fir and larch Ponderosa pine White woods Mean SEd Mean SE - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — 79 0 21 19 0 5 - - - - - - - - - Percent - - - - - - - Steep slope, low hazard — — — — — — 89 0 11 24 0 3 Mean SE Mean SE — — 99 22 — — 0 0 — — 0 0 — — 86 22 — — 0 0 — — 14 4 Mean SE Mean SE — — 96 20 — — 4 1 — — 0 0 — — 95 21 — — 4 1 — — 1 1 Mean SE Mean SE Gentle slope, high hazard 86 2 12 15 1 2 83 2 16 13 1 2 Steep slope, high hazard 97 0 17 0 90 0 17 0 3 1 10 2 Mean SE Mean SE — — 93 15 — — 1 1 — — 6 1 — — 95 21 — — 0 0 — — 5 1 Mean SE Mean SE — — 98 16 — — 0 0 — — 2 1 — — 92 18 — — 4 1 — — 3 1 Mean SE Mean SE — — 96 15 — — 2 1 — — 1 1 — — 95 17 — — 2 1 — — 4 1 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 65 Table 43—Average percentage of log volume by species projected for the Douglas-fir forest type in eastern Montana, other land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Douglas-fir and larch Ponderosa pine Douglas-fir and larch Ponderosa pine White woods Mean SEd Mean SE - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — 87 6 7 18 1 1 - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — 79 0 21 35 0 9 Mean SE Mean SE — — 80 14 — — 16 3 — — 4 1 — — 91 37 — — 0 0 — — 9 4 Mean SE Mean SE — — 88 15 — — 10 2 — — 2 1 — — 95 39 — — 5 2 — — 0 0 Mean SE Mean SE Gentle slope, high hazard 87 4 13 1 90 3 13 1 Mean SE Mean SE — — 90 13 — — 5 1 — — 5 1 — — 89 16 — — 3 1 — — 7 1 Mean SE Mean SE — — 91 13 — — 8 1 — — 1 1 — — 84 13 — — 12 2 — — 4 1 Mean SE Mean SE — — 90 13 — — 8 1 — — 2 1 — — 92 14 — — 7 1 — — 1 1 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 66 White woodsb 9 1 7 1 Steep slope, high hazard 88 5 13 1 91 1 15 1 8 1 8 1 Table 44—Average percentage of log volume by species projected for the ponderosa pine forest type in western Montana, national forest land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Mean SEd Mean SE Douglas-fir and larch Ponderosa pine White woodsb - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard 0 86 14 0 50 8 16 79 5 7 35 2 Douglas-fir and larch Ponderosa pine White woods - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard 68 32 0 48 23 0 35 65 0 14 27 0 Mean SE Mean SE — — 11 5 — — 88 36 — — 0 0 — — 36 14 — — 64 24 — — 0 0 Mean SE Mean SE — — 0 0 — — 100 41 — — 0 0 — — 35 13 — — 65 25 — — 0 0 Mean SE Mean SE Gentle slope, high hazard 40 60 23 35 34 66 14 27 Mean SE Mean SE — — 27 9 — — 73 24 Mean SE Mean SE — — 13 4 Mean SE Mean SE — — 11 3 Steep slope, high hazard 39 25 22 14 39 48 13 16 36 21 13 4 — — 0 0 — — 26 8 — — 74 24 — — 0 0 — — 87 27 — — 1 1 — — 19 6 — — 81 26 — — 0 0 — — 87 28 — — 2 1 — — 18 5 — — 82 25 — — 0 0 0 0 0 0 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 67 Table 45—Average percentage of log volume by species projected for the ponderosa pine forest type in western Montana, other land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Douglas-fir and larch Ponderosa pine Douglas-fir and larch Ponderosa pine White woods Mean SEd Mean SE - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — 5 95 0 2 29 0 - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — 18 82 0 6 26 0 Mean SE Mean SE — — 21 5 — — 79 20 — — 0 0 — — 29 9 — — 71 21 — — 0 0 Mean SE Mean SE — — 18 4 — — 82 21 — — 0 0 — — 23 7 — — 77 23 — — 0 0 Mean SE Mean SE Gentle slope, high hazard 28 69 6 14 27 71 6 15 Mean SE Mean SE — — 20 4 — — 78 14 Mean SE Mean SE — — 14 3 Mean SE Mean SE — — 17 3 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 68 White woodsb Steep slope, high hazard — — — — — — — — — — — — — — 2 1 — — — — — — — — — — — — — — 85 15 — — 1 1 — — — — — — — — — — — — — — 83 15 — — 0 0 — — — — — — — — — — — — 3 1 1 1 Table 46—Average percentage of log volume by species projected for the ponderosa pine forest type in eastern Montana, naional forest land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Mean SEd Mean SE Douglas-fir and larch Ponderosa pine White woodsb - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — — — — — — — Douglas-fir and larch Ponderosa pine White woods - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE — — — — — — — — — — — — — — — — — — — — — — — — Mean SE Mean SE Gentle slope, high hazard 17 83 4 21 8 92 2 21 Mean SE Mean SE — — 9 2 — — 91 20 Mean SE Mean SE 18 10 2 1 Mean SE Mean SE 0 0 4 1 Steep slope, high hazard 0 100 0 71 21 79 11 39 0 0 0 0 — — 0 0 12 4 8 2 88 27 92 27 0 0 0 0 76 44 97 19 7 4 1 1 8 3 0 0 80 28 100 29 12 4 0 0 53 53 95 18 47 47 1 1 19 8 2 1 66 27 98 28 15 6 0 0 0 0 0 0 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 69 Table 47—Average percentage of log volume by species projected for the ponderosa pine forest type in eastern Montana, other land Year 2030 RXa TB9c 50BAe 2060 TB9 50BA 2090 TB9 50BA 2000 TB9 50BA 2030 TB9 50BA 2060 TB9 50BA 2090 TB9 50BA Measure Mean SEd Mean SE Douglas-fir and larch Ponderosa pine - - - - - - - - - Percent - - - - - - - - Gentle slope, low hazard — — — — — — 1 99 0 1 19 0 Douglas-fir and larch Ponderosa pine White woods - - - - - - - - - Percent - - - - - - - - Steep slope, low hazard — — — — — — 4 96 0 1 24 0 Mean SE Mean SE — — 1 1 — — 99 18 — — 0 0 — — 0 0 — — 100 23 — — 0 0 Mean SE Mean SE — — 2 1 — — 98 16 — — 1 1 — — 4 1 — — 95 20 — — 1 1 Mean SE Mean SE Gentle slope, high hazard 4 96 1 17 4 96 1 16 0 0 0 0 Steep slope, high hazard 4 96 1 19 5 95 1 18 0 0 0 0 Mean SE Mean SE — — 3 1 — — 97 15 — — 0 0 — — 5 1 — — 95 19 — — 0 0 Mean SE Mean SE — — 2 1 — — 98 15 — — 0 0 — — 9 2 — — 90 16 — — 0 0 Mean SE Mean SE — — 4 1 — — 96 14 — — 0 0 — — 3 1 — — 96 17 — — 0 0 — = no harvested volume. a R x = treatment. b White woods = all other species. c TB9 = thin from below to 9 inches diameter at breast height. d SE = standard error (+/- ). e 50BA = thin from below to 50 percent of basal area. 70 White woodsb Appendix 9: Average Proportion of Stands by Net Value Category Data presented in this appendix provide information about the extent to which the thinning treatments have sufficient value to be self-financing as timber sales. The net value estimates are based on a mixed market for logs and a market for chip logs. These results should be regarded as an optimistic estimate of the ability to pay for these treatments via timber sales because of the assumed market for chip logs. The range of net value and the recognition that there are many stands that will not have a positive net value from thinning under any foreseeable circumstances are the important results. Because these results include calculations involving economic assumptions for which standard errors are unknown, standard errors are also unknown for these results and therefore none are reported (tables 48 through 55). Table 48—Average proportion of stands by net value per acre category projected for the Douglas-fir forest type in western Montana, national forest land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .05 .23 .18 2030 TB9 50BAc 1.00 .23 2060 TB9 50BA 1.00 .08 0 .04 0 .17 2090 TB9 50BA 1.00 .07 0 .07 0 .15 1.00 .68 2030 TB9 50BA 1.00 .30 0 .11 0 .30 2060 TB9 50BA 1.00 .16 0 .10 2090 TB9 50BA 1.00 .02 0 .06 $-100 to $100 $100 to $500 to $500 $1,000 >$1,000 Steep slope, low hazard 0 0 0 .06 .16 .22 0 .32 1.00 .47 0 .21 0 .50 1.00 .20 0 .15 0 .29 0 .15 0 .22 0 .19 0 .52 1.00 .11 0 .04 0 .30 0 .39 0 .15 Gentle slope, high hazard 0 0 0 .10 .20 .02 2000 TB9 50BA <-$100 Steep slope, high hazard 0 0 0 0 .07 .05 0 .09 0 0 1.00 .81 0 .07 0 .20 0 .09 1.00 .10 0 .12 0 .29 0 .29 0 .20 0 .29 0 .37 0 .08 1.00 .05 0 .07 0 .14 0 .53 0 .21 0 .24 0 .53 0 .14 1.00 .07 0 .02 0 .09 0 .70 0 .13 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 71 Table 49—Average proportion of stands by net value per acre category projected for the Douglas-fir forest type in western Montana, other land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .07 .17 .00 2030 TB9 50BAc 1.00 .27 2060 TB9 50BA 1.00 .08 0 .14 0 .14 2090 TB9 50BA 1.00 .05 0 .05 0 .07 1.00 .76 2030 TB9 50BA 1.00 .25 0 .11 0 .42 2060 TB9 50BA 1.00 .12 0 .14 2090 TB9 50BA 1.00 .13 0 .06 $-100 to $100 Steep slope, low hazard 0 0 0 .08 .11 .11 1.00 .54 0 .17 0 .47 1.00 .05 0 .29 0 .32 0 .13 0 .21 0 .34 0 .49 1.00 .07 0 .09 0 .34 0 .39 0 .11 Steep slope, high hazard 0 0 0 .04 0 .02 0 .16 0 .07 1.00 .93 0 .14 0 .08 1.00 .60 0 .06 0 .06 0 .14 0 .14 0 .30 0 .23 0 .21 1.00 .23 0 .25 0 .15 0 .28 0 .10 0 .25 0 .23 0 .33 1.00 .07 0 .07 0 .45 0 .33 0 .07 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 72 $100 to $500 to $500 $1,000 >$1,000 0 .50 Gentle slope, high hazard 0 0 0 .07 .07 .04 2000 TB9 50BA <-$100 0 0 Table 50—Average proportion of stands by net value per acre category projected for the Douglas-fir forest type in eastern Montana, national forest land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .09 .26 .13 2030 TB9 50BAc 1.00 .43 2060 TB9 50BA 1.00 .17 0 .09 0 .39 2090 TB9 50BA 1.00 .04 0 .08 0 .63 1.00 .59 2030 TB9 50BA 1.00 .07 0 .26 0 .33 2060 TB9 50BA 1.00 .07 0 .26 2090 TB9 50BA 1.00 .09 0 .12 $-100 to $100 $100 to $500 to $500 $1,000 >$1,000 Steep slope, low hazard 0 0 0 .24 .06 .00 0 .09 1.00 .47 0 .17 0 .17 1.00 .28 0 .17 0 .50 0 .06 0 0 0 .21 0 .04 1.00 .19 0 .24 0 .52 0 .05 0 0 Gentle slope, high hazard 0 0 0 .04 .07 .13 2000 TB9 50BA <-$100 Steep slope, high hazard 0 0 0 .08 .05 .03 0 .24 0 .17 1.00 .80 0 .05 0 .02 0 .31 1.00 .35 0 .30 0 13 0 .04 0 .17 0 .38 0 .24 0 .05 1.00 .32 0 .39 0 .25 0 .00 0 .04 0 .47 0 .26 0 .07 1.00 .09 0 .58 0 .30 0 0 0 .03 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 73 Table 51—Average proportion of stands by net value per acre category projected for the Douglas-fir forest type in eastern Montana, other land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .19 .23 .12 2030 TB9 50BAc 1.00 .15 2060 TB9 50BA 1.00 0 0 .20 0 .46 2090 TB9 50BA 1.00 .03 0 .05 0 .41 1.00 .61 2030 TB9 50BA 1.00 .11 0 .17 0 .30 2060 TB9 50BA 1.00 .06 0 .04 2090 TB9 50BA 1.00 .06 0 .06 $-100 to $100 Steep slope, low hazard 0 0 0 .29 0 0 1.00 .43 0 .26 0 .09 1.00 .14 0 .14 0 .43 0 .14 0 .14 0 .35 0 .16 1.00 0 0 0 0 .71 0 .29 0 0 Steep slope, high hazard 0 0 0 .02 .08 0 0 .29 0 .10 1.00 .90 0 .17 0 .26 1.00 .43 0 .30 0 .22 0 .03 0 .03 0 .33 0 .23 0 .33 1.00 .17 0 .24 0 .38 0 .17 0 .05 0 .24 0 .30 0 .34 1.00 .07 0 .07 0 .44 0 .35 0 .07 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 74 $100 to $500 to $500 $1,000 >$1,000 0 .31 Gentle slope, high hazard 0 0 0 .12 .10 .06 2000 TB9 50BA <-$100 0 0 Table 52—Average proportion of stands by net value per acre category projected for the ponderosa pine forest type in western Montana, national forest land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .14 0 .29 2030 TB9 50BAc 1.00 .43 2060 TB9 50BA 1.00 0 0 0 0 .29 2090 TB9 50BA 1.00 0 0 0 0 .14 <-$100 0 .43 0 .29 1.00 .38 0 .13 0 .38 0 .13 0 0 0 .57 0 .29 1.00 0 0 .25 0 .50 0 .25 0 0 1.00 .58 0 .36 0 .27 0 .27 0 .45 0 .18 0 .55 2030 TB9 50BA 1.00 .18 0 .18 0 0 2060 TB9 50BA 1.00 0 0 0 2090 TB9 50BA 1.00 0 0 0 Steep slope, low hazard 0 0 0 .14 0 .29 1.00 .43 0 .10 1.00 .70 $100 to $500 to $500 $1,000 >$1,000 0 .14 Gentle slope, high hazard 0 0 0 .10 0 .10 2000 TB9 50BA $-100 to $100 0 .14 Steep slope, high hazard 0 .08 0 .08 0 .17 0 .08 1.00 .36 0 .09 0 .27 0 .09 0 .18 0 .27 1.00 0 0 .36 0 .55 0 .09 0 0 0 .27 1.00 .08 0 .25 0 .58 0 .08 0 0 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 75 Table 53—Average proportion of stands by net value per acre category projected for the ponderosa pine forest type in western Montana, other land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .08 .08 .08 2030 TB9 50BAc 1.00 .23 2060 TB9 50BA 1.00 .06 0 .11 0 .11 2090 TB9 50BA 1.00 .16 0 .05 0 0 1.00 .67 2030 TB9 50BA 1.00 .06 0 .13 0 .03 2060 TB9 50BA 1.00 .00 0 0 2090 TB9 50BA 1.00 .00 0 .03 $-100 to $100 Steep slope, low hazard 0 0 0 .09 .18 .36 1.00 .27 0 .28 0 .44 1.00 .08 0 0 0 .50 0 .25 0 .17 0 .42 0 .37 1.00 .08 0 .08 0 .42 0 .25 0 .17 Steep slope, high hazard — — — — — — 0 .09 0 .07 — — 0 .29 0 .48 — — — — — — — — — — 0 .10 0 .26 0 .65 — — — — — — — — — — 0 .10 0 .42 0 .45 — — — — — — — — — — Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. — = no data. 76 $100 to $500 to $500 $1,000 >$1,000 0 .54 Gentle slope, high hazard 0 0 0 .10 .10 .07 2000 TB9 50BA <-$100 — — Table 54—Average proportion of stands by net value per acre category projected for the ponderosa pine forest type in eastern Montana, national forest land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard — — — — — — 2030 TB9 50BAc — — 2060 TB9 50BA — — — — — — 2090 TB9 50BA — — — — — — 1.00 .82 2030 TB9 50BA 1.00 .16 0 .20 0 .28 2060 TB9 50BA 1.00 .24 0 .38 2090 TB9 50BA 1.00 .33 0 .27 $-100 to $100 $100 to $500 to $500 $1,000 >$1,000 Steep slope, low hazard — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — Gentle slope, high hazard 0 0 0 .09 .05 .05 2000 TB9 50BA <-$100 Steep slope, high hazard 0 0 0 0 0 0 — — 0 0 1.00 1.00 0 0 0 .20 0 .16 1.00 .31 0 .23 0 .23 0 .23 0 0 0 .24 0 .03 0 .10 1.00 0 0 0 0 .38 0 .23 0 .38 0 .33 0 .03 0 .03 1.00 .08 0 .08 0 .31 0 .46 0 .08 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. — = no data. 77 Table 55—Average proportion of stands by net value per acre category projected for the ponderosa pine forest type in eastern Montana, other land Year RXa <-$100 b $-100 to $100 to $500 to $100 $500 $1,000 >$1,000 Gentle slope, low hazard 0 0 0 .36 .18 .06 2030 TB9 50BAc 1.00 .39 2060 TB9 50BA 1.00 .39 0 .39 0 .17 2090 TB9 50BA 1.00 .44 0 .49 0 .05 1.00 .87 2030 TB9 50BA 1.00 .28 0 .30 0 .21 2060 TB9 50BA 1.00 .20 0 .46 2090 TB9 50BA 1.00 .30 0 .52 $-100 to $100 Steep slope, low hazard 0 0 0 .19 .10 0 1.00 .71 0 .06 0 0 1.00 .50 0 .41 0 .09 0 0 0 0 0 .03 0 .00 1.00 .44 0 .52 0 .04 0 0 0 0 Steep slope, high hazard 0 0 0 0 .03 0 0 0 0 .02 1.00 .97 0 .09 0 .12 1.00 .29 0 .16 0 .16 0 .19 0 .19 0 .22 0 .09 0 .04 1.00 .16 0 .13 0 .25 0 .31 0 .16 0 .13 0 .02 0 .02 1.00 .13 0 .16 0 .59 0 .09 0 .03 Note: Proportion = the proportion of stands in net value categories for each forest type, year, and treatment. a R x = treatment. b TB9 = thin from below to 9 inches diameter at breast height. c 50BA = thin from below to 50 percent of basal area. 78 $100 to $500 to $500 $1,000 >$1,000 0 0 Gentle slope, high hazard 0 0 0 .04 .04 .02 2000 TB9 50BA <-$100 0 0 The Forest Service of the U.S. Department of Agriculture is dedicated to the principle of multiple use management of the Nation’s forest resources for sustained yields of wood, water, forage, wildlife, and recreation. 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